EEG

Modality: 544 papers with a page, 321 of them with their authors' code.

Tuesday, 29 September 2026 (1 paper)

[1] doi: [paper, data]

Tutorial on using EEG microstates to study moment-to-moment large-scale functional brain network dynamics in neurodevelopment

Journal: Frontiers in neuroscience

Status: data only, 1 dataset cited

Friday, 25 September 2026 (2 papers)

[2] Code ↔ Paper doi:10.1371/journal.pone.0357956 [paper, repository]

Early electrophysiological responses reflect precision-weighted prediction errors to face features.

Journal: PloS one

Authors' code: OSF xhmcu (no license)

Status: code verified, 1 file readable

[3] Code ↔ Paper doi:10.1371/journal.pone.0358552 [paper, repository]

High-frequency stimulation-induced secondary hyperalgesia shifts temporal order judgment and increases precuneus nodal degree in healthy adults.

Journal: PloS one

Authors' code: MariusKlug/zapline-plus (GPL-3.0), crisglav/discover-eeg (CC-BY-4.0)

Status: code verified, 77 files readable, 4 matches

Monday, 21 September 2026 (1 paper)

[4] doi:10.7554/elife.109901 [paper, data]

Infants at high and low likelihood for autism show different EEG developmental trajectories in speech tracking and statistical learning.

Journal: eLife

Status: data only, 1 dataset cited

Friday, 18 September 2026 (2 papers)

[5] Code ↔ Paper doi:10.1093/nc/niag059 [paper, repository]

Doing the math: detection and neural processing of auditory task-unrelated stimuli while solving arithmetic tasks.

Journal: Neuroscience of consciousness

Authors' code: OSF 5fehs (no license)

Status: code verified, 3 files readable, 2 matches

[6] Code ↔ Paper doi:10.1523/eneuro.0283-26.2026 [paper, repository]

A Cortico-Basal Ganglia-Thalamic Network Model Linking Intermittent Postural Control to Sway-Related Beta-Band Oscillations.

Journal: eNeuro

Authors' code: nomura-taishin/cbgt-intermittent-postural-control (Apache-2.0)

Status: code verified, 12 files readable, 4 matches

Saturday, 12 September 2026 (1 paper)

[7] Code ↔ Paper doi:10.1093/braincomms/fcag351 [paper, repository]

Time-resolved aperiodic dynamics in event segmentation in attention-deficit/hyperactivity disorder.

Journal: Brain communications

Authors' code: OSF wexfp (no license)

Status: code verified, 12 files readable, 9 matches

Friday, 11 September 2026 (4 papers)

[8] Code ↔ Paper doi:10.1038/s41598-026-68186-2 [paper, repository]

NeuroStream: spectral-spatio-temporal deep learning for visual stimulus classification from EEG.

Journal: Scientific reports

Authors' code: aim97/Visual-brain-study (GPL-3.0)

Status: code verified, 59 files readable, 10 matches

[9] Code ↔ Paper doi:10.1073/pnas.2608511123 [paper, repository]

Facial palsy reveals the sensorimotor contribution to facial-emotion recognition.

Journal: Proceedings of the National Academy of Sciences of the United States of America

Authors' code: OSF 3yux4 (no license)

Status: code verified, 4 files readable, 2 matches

[10] doi:10.1007/s10548-026-01249-9 [paper, data]

What Static Connectivity Misses: Dynamic Alpha-Band Brain Network States in First-Episode Psychosis.

Journal: Brain topography

Status: code on request, 2 datasets cited

[11] Code ↔ Paper doi:10.1523/eneuro.0328-25.2026 [paper, repository]

Objective Neural Markers of Identity Familiarization via Passive Exposure and Fast Periodic Visual Stimulation EEG.

Journal: eNeuro

Authors' code: OSF 3gxu4 (no license)

Status: empty repository

Thursday, 10 September 2026 (1 paper)

[12] doi:10.1162/imag.a.1356 [paper]

Sources of the N15 TMS-evoked potential following motor cortex stimulation localize rostrals to TMS-induced electric fields and depend on dose.

Journal: Imaging neuroscience (Cambridge, Mass.)

Status: code on request

Wednesday, 9 September 2026 (2 papers)

[13] Code ↔ Paper doi:10.1162/imag.a.1359 [paper, repository]

Distinct roles of brain network flexibility in motor learning across age.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: OSF 3fc94 (no license)

Status: code verified, 5 files readable

[14] doi:10.1371/journal.pone.0347189 [paper, data]

Design and validation of a modular smart headband with embroidered electrodes for comfortable EEG monitoring.

Journal: PloS one

Status: data only, 1 dataset cited

Tuesday, 8 September 2026 (5 papers)

[15] Code ↔ Paper doi:10.1162/imag.a.1336 [paper, repository]

Brain network dynamics in the wake-sleep transition reorganize according to task engagement.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: OSF nua4y (no license)

Status: empty repository

[16] doi:10.1002/gps3.70047 [paper]

Neurophysiological subtyping of schizophrenia reveals a reproducible phenotype with temporoparietal circuit disruptions.

Journal: General psychiatry

Status: code on request

[17] doi:10.1038/s41598-026-68506-6 [paper, data]

Frequency-aware transformer networks for robust and generalizable EEG-based seizure detection.

Journal: Scientific reports

Status: data only, 1 dataset cited

[18] doi:10.7554/elife.106992 [paper, data]

Cortical layer 6b mediates state-dependent changes in brain activity and effects of orexin on waking and sleep.

Journal: eLife

Status: data only, 4 datasets cited

[19] Code ↔ Paper doi:10.1523/eneuro.0069-26.2026 [paper, repository]

Electrophysiological Indices of Hierarchical Speech Processing Differentially Reflect the Comprehension of Speech in Noise.

Journal: eNeuro

Authors' code: OSF a285v (no license)

Status: code verified, 8 files readable, 7 matches

Monday, 7 September 2026 (2 papers)

[20] doi:10.3390/s26175684 [paper, data]

Neurophysiological Characterization of ADHD in Children Using EEG Signals: A Machine Learning Approach to Executive Function Networks.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

[21] doi:10.1002/advs.77165 [paper, data]

Perceived Time Shapes Physical Fatigue Accumulation and Its Neural Oscillatory Correlates.

Journal: Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Status: data only, 1 dataset cited

Sunday, 6 September 2026 (1 paper)

[22] Code ↔ Paper doi:10.1002/mco2.70980 [paper, repository]

An Intraoperative EEG Biomarker for Postoperative Delirium Predicting Based on Interpretable Deep Learning Framework.

Journal: MedComm

Authors' code: ncclab-sustech/POD-biomarker (no license)

Status: code verified, 14 files readable, 8 matches

Friday, 4 September 2026 (1 paper)

[23] doi:10.3390/s26175623 [paper, data]

MF-TopoNet: A Multi-Frequency Topological Neural Network for Epileptic Seizure Prediction.

Journal: Sensors (Basel, Switzerland)

Status: data only, 2 datasets cited

Thursday, 3 September 2026 (3 papers)

[24] Code ↔ Paper doi:10.3389/fnins.2026.1907950 [paper, repository]

Studying dynamic sound source localization in a virtual maze with EEG and psychophysics.

Journal: Frontiers in neuroscience

Authors' code: OSF ymgw3 (no license)

Status: code verified, 2 files readable, 3 matches

[25] Code ↔ Paper doi:10.1162/imag.a.1353 [paper, repository]

Model-based cardiac field artefact correction for OP-MEG.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: Zenodo 20209782 (MIT), sascha-woelk/opm-cfa-correction (MIT)

Status: code verified, 28 files readable, 25 matches

[26] Code ↔ Paper doi:10.7554/elife.108408 [paper, repository]

Frequency and laminar profile of feature-specific visual activity revealed by interleaved EEG-fMRI.

Journal: eLife

Authors' code: TommyClausner/laminarfMRIv2 (MIT), Zenodo 7211757 (other-open), tommyclausner/mri-volume-masker-3000-tm (GPL-3.0)

Status: code verified, 209 files readable, 18 matches

Wednesday, 2 September 2026 (3 papers)

[27] Code ↔ Paper doi:10.1038/s42003-026-10881-x [paper, repository]

On variability in local field potentials.

Journal: Communications biology

Authors' code: Zenodo 21959626 (MIT), Mohsenparto/On_ATV_in_LFP (MIT)

Status: code verified, 14 files readable, 3 matches

[28] Code ↔ Paper doi:10.1371/journal.pbio.3003982 [paper, repository]

No evidence for modulation of the readiness potential by respiratory phase during natural breathing.

Journal: PLoS biology

Authors' code: Zenodo 17715626 (CC-BY-4.0), lucasjeaybizot/breathingrp2025 (no license)

Status: code verified, 34 files readable, 4 matches

[29] Code ↔ Paper doi:10.1523/jneurosci.0889-25.2026 [paper, repository]

Neural Evidence for Action-Related Somatosensory Predictions.

Journal: The Journal of neuroscience : the official journal of the Society for Neuroscience

Authors' code: OSF yw8sa (no license)

Status: code found, not verified yet

Tuesday, 1 September 2026 (11 papers)

[30] doi:10.1098/rstb.2024.0466 [paper, data]

At-home limbic-targeted transcranial electrical stimulation during sleep: a feasibility study in healthy adults.

Journal: Philosophical transactions of the Royal Society of London. Series B, Biological sciences

Status: data only, 1 dataset cited

[31] Code ↔ Paper doi:10.1111/ejn.70670 [paper, repository]

Cross-Night Modulation of Change Detection ERPs to Foreign Speech Sound Features During N2 Sleep.

Journal: The European journal of neuroscience

Authors' code: AsophiliaChance/Sleep_exposure (no license)

Status: code verified, 12 files readable, 6 matches

[32] doi:10.1111/ejn.70673 [paper, data]

Reduced Motor Preparation and Altered EEG Signatures of Prediction in Autistic Adults.

Journal: The European journal of neuroscience

Status: data only, 2 datasets cited

[33] doi:10.1111/ejn.70681 [paper]

Bidirectional EEG Neurofeedback of Sensorimotor Beta Oscillations Reveals Asymmetric Modulation and Strategy-Dependent Learning.

Journal: The European journal of neuroscience

Status: code on request

[34] Code ↔ Paper doi:10.1002/hbm.70628 [paper, repository]

EEG Biomarkers for Affective Disorders Diagnosis: An Evaluation and Validation Study.

Journal: Human brain mapping

Authors' code: yt-liu88/EEGBiomarkers-for-Affective-Disorders-Diagnosis (no license)

Status: code verified, 5 files readable, 6 matches

[35] Code ↔ Paper doi:10.1111/psyp.70385 [paper, repository]

Exploring EEG and ECG in Music Listening: A Scoping Review.

Journal: Psychophysiology

Authors' code: Zenodo 22827658 (MIT), scottleimroth/eeg-ecg-music-review-agent (MIT), Zenodo 22827659 (MIT)

Status: code verified, 36 files readable, 4 matches

[36] Code ↔ Paper doi:10.1371/journal.pbio.3003979 [paper, repository]

Impaired midfrontal‑motor theta phase synchronization characterizes maladaptive motivational behavior in people with obsessive‑compulsive disorder.

Journal: PLoS biology

Authors' code: Zenodo 21964069 (MIT), yupang11/motivational-biases-in-ocd (MIT)

Status: code verified, 115 files readable, 12 matches

[37] doi:10.1371/journal.pone.0357213 [paper, data]

Integrating socioeconomic context with multimodal EEG data for improved ADHD risk screening.

Journal: PloS one

Status: data only, 1 dataset cited

[38] doi:10.1111/ejn.70664 [paper, data]

Electrophysiological Correlates of Encoding Indicate Altered Processing but Comparable Subsequent Memory Effects Across Virtual Reality and Desktop-Based Conditions.

Journal: The European journal of neuroscience

Status: code on request, 1 dataset cited

[39] doi:10.1111/desc.70269 [paper, data]

Can You Feel My Pain? Neural-Behavioural Changes in Caregiver-Infant Dyads During Ostracism.

Journal: Developmental science

Status: data only, 1 dataset cited

[40] Code ↔ Paper doi:10.1093/sleep/zsag168 [paper, repository]

Deltas' and spindles' cross-area synchronization and ripple subtypes.

Journal: Sleep

Authors' code: genzellab/RGS14 (GPL-3.0), genzellab/RGS14_clusters (no license)

Status: code verified, 194 files readable, 15 matches

Monday, 31 August 2026 (1 paper)

[41] Code ↔ Paper doi:10.1093/braincomms/fcag328 [paper, repository]

Subthalamic stimulation modulates working memory-related cortical dynamics in Parkinson's disease.

Journal: Brain communications

Authors' code: neuromti/stn-dbs-working-memory-eeg (MIT)

Status: code verified, 11 files readable, 7 matches

Friday, 28 August 2026 (3 papers)

[42] doi:10.1093/braincomms/fcag329 [paper, data]

A meta-analysis of periodic and aperiodic electrophysiological features in Parkinson's disease.

Journal: Brain communications

Status: data only, 10 datasets cited

[43] Code ↔ Paper doi:10.3389/fnhum.2026.1895016 [paper, repository]

A confidence-gated source selection strategy for cross-session transfer in brain-computer interfaces.

Journal: Frontiers in human neuroscience

Authors' code: Yiming-S/MSDA-Bench (MIT), Yiming-S/CrossPython (MIT)

Status: code verified, 47 files readable, 9 matches

[44] Code ↔ Paper doi:10.3390/s26175444 [paper, repository]

The Deep-Match Framework for Event-Related Potential Detection in EEG.

Journal: Sensors (Basel, Switzerland)

Authors' code: Marower/DeepMF_ERP_Detection_in_EEG-main (MIT)

Status: code verified, 16 files readable, 5 matches

Thursday, 27 August 2026 (3 papers)

[45] Code ↔ Paper doi:10.1371/journal.pbio.3003938 [paper, repository]

Theta oscillations tag episodic memories for sleep-dependent consolidation.

Journal: PLoS biology

Authors' code: OSF tpwvb (no license), dandenis73/danalyzer (MIT)

Status: code verified, 106 files readable, 14 matches

[46] doi:10.3389/fninf.2026.1902549 [paper, data]

Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosis.

Journal: Frontiers in neuroinformatics

Status: data only, 2 datasets cited

[47] doi:10.1016/j.mex.2026.104125 [paper, data]

Target-Session early stopping for cross-session EEG mental workload classification: a reusable deployment-oriented method.

Journal: MethodsX

Status: data only, 1 dataset cited

Wednesday, 26 August 2026 (4 papers)

[48] doi:10.1007/s10916-026-02451-9 [paper, data]

Evaluation of MPEG-4 AAC Audio Codec Using EEG and EMG Signals for Use with DICOM® Neurophysiology.

Journal: Journal of medical systems

Status: data only, 1 dataset cited

[49] Code ↔ Paper doi:10.7554/elife.108673 [paper, repository]

Adaptive behavior is guided by integrated representations of controlled and non-controlled information.

Journal: eLife

Authors' code: OSF tzcn8 (no license)

Status: code verified, 6 files readable, 2 matches

[50] doi:10.1155/da/2882097 [paper, data]

The Narrowing Self: Depressive Tendency Attenuates the Mother-Reference Effect.

Journal: Depression and anxiety

Status: data only, 1 dataset cited

[51] Code ↔ Paper doi:10.3389/fped.2026.1912111 [paper, repository]

Serial amplitude-integrated electroencephalography trajectories and brain-injury-associated functional immaturity in extremely preterm infants.

Journal: Frontiers in pediatrics

Authors' code: MdXuDeKai/AEEG (MIT)

Status: empty repository, 1 file readable

Tuesday, 25 August 2026 (3 papers)

[52] Code ↔ Paper doi:10.2196/84707 [paper, repository]

Wireless Electroencephalography in Research on Children With Developmental Disabilities: Scoping Review.

Journal: Journal of medical Internet research

Authors' code: Zenodo 21633946 (CC-BY-4.0)

Status: code verified

[53] Code ↔ Paper doi:10.1016/j.isci.2026.117285 [paper, repository]

Working memory demands modulate memory brain state engagement.

Journal: iScience

Authors' code: OSF m6knv (no license), longtermmemorylab.com/papers (no license)

Status: code verified, 26 files readable, 11 matches

[54] Code ↔ Paper doi:10.3389/fneur.2026.1812084 [paper, repository]

Prognostic assessment of comatose patients after cardiac arrest: construction of a simplified monitoring EEG risk score across different time windows.

Journal: Frontiers in neurology

Authors' code: ShengYH2001/Simplified-EEG-Risk-Score (MIT)

Status: empty repository, 1 file readable

Monday, 24 August 2026 (3 papers)

[55] Code ↔ Paper doi:10.1523/eneuro.0379-25.2026 [paper, repository]

Next-Generation Neural Mass Models Reproduce Features of Speech Processing.

Journal: eNeuro

Authors' code: Modelling-Speech-Processing/Shannon_et_al (MIT)

Status: code verified, 21 files readable, 21 matches

[56] doi:10.1007/s00221-026-07365-z [paper, data]

Effects of augmented feedback delay on neural correlates of feedback processing in motor practice.

Journal: Experimental brain research

Status: data only, 1 dataset cited

[57] Code ↔ Paper doi:10.1371/journal.pone.0354510 [paper, repository]

Personalized adaptive virtual reality experience driven by electroencephalography-based pain recognition.

Journal: PloS one

Authors' code: Zenodo 20846022 (CC-BY-4.0), sabrinamkb/eeg-vr-pain-adaptation (no license)

Status: code verified, 6 files readable, 12 matches

Saturday, 22 August 2026 (2 papers)

[58] doi:10.1016/j.isci.2026.117159 [paper, data]

Ultraslow brain dynamics as neurophysiological markers of information sampling during learning.

Journal: iScience

Status: data only, 1 dataset cited

[59] Code ↔ Paper doi:10.3390/s26175327 [paper, repository]

Subject Identity Confounds qEEG Emotion Recognition on DEAP and DREAMER.

Journal: Sensors (Basel, Switzerland)

Authors' code: ema-pandilova/qeeg-emotion-pipeline (no license)

Status: code verified, 81 files readable, 25 matches

Friday, 21 August 2026 (1 paper)

[60] Code ↔ Paper doi:10.1371/journal.pone.0354976 [paper, repository]

Improved motor imagery BCI performance via task-unaware compression in the BELT Bayesian Edge-Cloud architecture.

Journal: PloS one

Authors' code: adanayi/BELT (GPL-3.0)

Status: code verified, 11 files readable, 9 matches

Thursday, 20 August 2026 (3 papers)

[61] doi:10.1007/s12311-026-02065-4 [paper]

EEG-ECeG Coherence Mapping of Human Cerebro-cerebellar Projections: An Exploratory Study.

Journal: Cerebellum (London, England)

Status: code on request

[62] Code ↔ Paper doi:10.7554/elife.108941 [paper, repository]

Visuomotor mismatch EEG responses over occipital cortex of freely moving human subjects.

Journal: eLife

Authors' code: Zenodo 21838550 (CC-BY-4.0)

Status: code verified

[63] Code ↔ Paper doi:10.1371/journal.pone.0354614 [paper, repository]

Evaluating the performance of EEG based on ANN to predict the effectiveness of tDCS combined evaluative conditioning on obsession symptoms reduction in contamination OCD patients: Secondary analysis of data from a randomized controlled trial.

Journal: PloS one

Authors' code: supp:PMC13492803/pone.0354614.s002.zip (no license)

Status: empty repository

Wednesday, 19 August 2026 (4 papers)

[64] doi:10.1016/j.ebiom.2026.106438 [paper]

Brain network biomarkers for diagnosis and clinical stratification in multiple sclerosis: a longitudinal study integrating individualised structural covariance MRI with high-density EEG.

Journal: EBioMedicine

Status: code on request

[65] doi:10.1007/s10548-026-01245-z [paper, data]

Pronounced Nonlinear Traits at Epileptic Seizure Onset and Offset.

Journal: Brain topography

Status: data only, 1 dataset cited

[66] Code ↔ Paper doi:10.1038/s41586-026-10910-z [paper, repository]

Psychedelics align brain activity with context.

Journal: Nature

Authors' code: razilab (no license), information-dynamics.github.io/complexity (no license), NSBLab/BrainEigenmodes (Apache-2.0)

Status: code verified, 297 files readable, 3 matches

[67] doi:10.3390/s26165237 [paper]

An EEG-Guided Olfactory Interface: Prototype Design and Person-Specific Emotion-Decoding Validation.

Journal: Sensors (Basel, Switzerland)

Status: code on request

Tuesday, 18 August 2026 (2 papers)

[68] doi:10.2147/jpr.s604974 [paper, data]

Normative Modeling of EEG Complexity Reveals Cortical Rigidity Associated with Pain Severity in Chronic Pain.

Journal: Journal of pain research

Status: data only, 1 dataset cited

[69] Code ↔ Paper doi:10.3390/brainsci16080880 [paper, repository]

A Mixed Longitudinal EEG Study of Sensorimotor Rhythm Modulation and Its Relationship with Language Development in Children Aged 3-10 Years.

Journal: Brain sciences

Authors' code: OSF mnuaz (no license)

Status: code verified, 3 files readable, 2 matches

Monday, 17 August 2026 (6 papers)

[70] Code ↔ Paper doi:10.1371/journal.pcbi.1013942 [paper, repository]

Reconciling contradictory models of subthalamic nucleus contributions to basal ganglia beta oscillations.

Journal: PLoS computational biology

Authors' code: kanaptse/BG-Oscillation-Synergy-Suppression (no license)

Status: code verified, 18 files readable, 12 matches

[71] Code ↔ Paper doi:10.1038/s41597-026-07809-9 [paper, repository]

EEG-based brain-computer interface (BCI) dataset for directional word recognition.

Journal: Scientific data

Authors' code: AvedikEkiz/inner-speech-bci (no license)

Status: code verified, 5 files readable, 1 match

[72] doi:10.3390/e28080920 [paper]

XGBoost Classification of Epileptic EEG Using Nonlinear Dynamical Features and SHAP.

Journal: Entropy (Basel, Switzerland)

Status: code on request

[73] doi:10.3390/diagnostics16162609 [paper, data]

Automated Multimodal Sleep Staging Using DWT-Based Wavelet Decomposition and Explainable Machine Learning with Signal Sculpting Topographies.

Journal: Diagnostics (Basel, Switzerland)

Status: data only, 1 dataset cited

[74] doi:10.3390/brainsci16080873 [paper, data]

Evaluating Validation Strategies in Motor Imagery EEG: A Full-Cohort GAF-PLV Analysis and Matched Sensitivity Study.

Journal: Brain sciences

Status: data only, 2 datasets cited

[75] Code ↔ Paper doi:10.3390/life16081352 [paper, repository]

Linking Embodiment, Simulator Sickness, and EEG Activity During XR-BCI Use: A Single-Participant Case Study.

Journal: Life (Basel, Switzerland)

Authors' code: OSF 9hmxj (no license)

Status: code verified, 1 file readable

Saturday, 15 August 2026 (1 paper)

[76] Code ↔ Paper doi:10.1007/s12021-026-09810-4 [paper, repository]

Meta-Analysis of Face-Validity Indicators in Automatically Detected Dog Sleep Spindles.

Journal: Neuroinformatics

Authors' code: IvoWolf1987/spindle_hound (no license)

Status: code verified, 1 file readable, 1 match

Friday, 14 August 2026 (1 paper)

[77] Code ↔ Paper doi:10.1162/imag.a.1332 [paper, repository]

Decision processes underlying effort avoidance and their relationship with metacognition.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: smfleming/HMM (MIT), OSF 7egv5 (no license)

Status: code verified, 59 files readable, 11 matches

Thursday, 13 August 2026 (3 papers)

[78] doi:10.1007/s11571-026-10526-z [paper]

A task-aligned multimodal machine learning framework for studying working memory dysfunction in Parkinson's disease.

Journal: Cognitive neurodynamics

Status: code on request

[79] Code ↔ Paper doi:10.3390/brainsci16080856 [paper, repository]

Alzheimer's Disease Detection Using Combined EEG Source Connectivity and Microstate Features.

Journal: Brain sciences

Authors' code: 7788890/SMMS-AD-Code (no license)

Status: code verified, 12 files readable, 5 matches

[80] doi:10.3389/fmicb.2026.1850738 [paper, data]

Correlation study of polysomnographic parameters, serological markers, and gut microbiota in patients with short-sleep insomnia: a real-world study.

Journal: Frontiers in microbiology

Status: data only, 1 dataset cited

Wednesday, 12 August 2026 (3 papers)

[81] Code ↔ Paper doi:10.7554/elife.103956 [paper, repository]

Human brain-wide activation of sleep rhythms.

Journal: eLife

Authors' code: liu_lab/eeg-fmri-sleep (MIT)

Status: code verified, 5 files readable, 2 matches

[82] Code ↔ Paper doi:10.1371/journal.pone.0353990 [paper, repository]

Positive mood enhances accessibility of unrelated concepts in the first language but not in the foreign language.

Journal: PloS one

Authors' code: OSF nq4vz (no license)

Status: code verified, 9 files readable, 7 matches

[83] Code ↔ Paper doi:10.3390/bios16080437 [paper, repository]

Deep Learning for Ear-EEG-Based Brain-Computer Interface: A Systematic Comparison and Design Insights.

Journal: Biosensors

Authors' code: toiro2000/Ear-EEG-DL-Benchmark (MIT), Zenodo 21716287 (MIT)

Status: code verified, 14 files readable, 9 matches

Tuesday, 11 August 2026 (2 papers)

[84] Code ↔ Paper doi:10.1016/j.ebiom.2026.106418 [paper, repository]

Corticostriatal glutamate mechanisms underlying beta synchrony and motor deficits via striatal NMDA receptors in Parkinson's disease.

Journal: EBioMedicine

Authors' code: ziruiwang0836/striatum-microcircuit (no license)

Status: code verified, 82 files readable

[85] Code ↔ Paper doi:10.1093/braincomms/fcag303 [paper, repository]

Sleep spindles are linked to white matter connectivity differentially in older adults with and without cognitive impairment.

Journal: Brain communications

Authors' code: OSF uy7jk (no license)

Status: code verified, 1 file readable, 2 matches

Monday, 10 August 2026 (5 papers)

[86] Code ↔ Paper doi:10.1371/journal.pbio.3003935 [paper, repository]

Lateralised neural mechanisms facilitate auditory self-other distinction and coordination in human dyads.

Journal: PLoS biology

Authors' code: OSF hkqge (no license)

Status: code verified, 5 files readable, 2 matches

[87] Code ↔ Paper doi:10.1371/journal.pbio.3003948 [paper, repository]

Neural encoding of pain is robust within but unstable between individuals.

Journal: PLoS biology

Authors' code: OSF bs3yj (no license)

Status: code verified, 9 files readable, 12 matches

[88] Code ↔ Paper doi:10.1038/s41597-026-07807-x [paper, repository]

A Multimodal fNIRS-EEG Dataset for Unilateral Limb Motor Imagery.

Journal: Scientific data

Authors' code: useflf/Multimodal-fNIRS-EEG-Dataset (no license)

Status: code verified, 9 files readable, 10 matches

[89] Code ↔ Paper doi:10.1016/j.isci.2026.116936 [paper, repository]

Beyond neural oscillations: Stress-related aperiodic activity and aperiodic-oscillatory spectral covariation.

Journal: iScience

Authors' code: alvinleekarfye/alvin-aperiodic-stressinduction-analysis-2026 (MIT), Zenodo 21207822 (MIT), craddm/eegutils (other)

Status: code verified, 160 files readable, 3 matches

[90] doi:10.3389/fnins.2026.1909680 [paper, data]

A CNN-BiLSTM-GRU and attention-integrated hybrid network for epileptic seizure detection.

Journal: Frontiers in neuroscience

Status: data only, 1 dataset cited

Sunday, 9 August 2026 (1 paper)

[91] doi:10.3390/bs16081364 [paper, data]

Morphological Buffering in Neuro-Architecture: Interactive Effects of Color, Shape, and Area Proportion on Affective Processing.

Journal: Behavioral sciences (Basel, Switzerland)

Status: data only, 1 dataset cited

Friday, 7 August 2026 (2 papers)

[92] doi:10.1073/pnas.2528246123 [paper, data]

Protecting episodic memory after sleep loss: Similar benefits of exercise and naps via distinct neural contributions.

Journal: Proceedings of the National Academy of Sciences of the United States of America

Status: data only, 1 dataset cited

[93] doi:10.1016/j.dib.2026.113148 [paper, data]

An ERP dataset for multi-information identity authentication.

Journal: Data in brief

Status: data only, 2 datasets cited

Thursday, 6 August 2026 (2 papers)

[94] Code ↔ Paper doi:10.1371/journal.pcbi.1014222 [paper, repository]

Neural population models for EEG: From Canonical models to alternative model structures.

Journal: PLoS computational biology

Authors' code: NinaOmejc/ENEEGMA (MIT)

Status: code verified, 83 files readable, 16 matches

[95] doi:10.1162/imag.a.1324 [paper, data]

Spontaneous activation of cortical somatosensory networks depresses their excitability in preterm human neonates.

Journal: Imaging neuroscience (Cambridge, Mass.)

Status: data only, 1 dataset cited

Wednesday, 5 August 2026 (4 papers)

[96] Code ↔ Paper doi:10.1371/journal.pone.0352640 [paper, repository]

Automated sleep scoring in hibernating and non-hibernating American black bears.

Journal: PloS one

Authors' code: paulbrodersen/somnotate (GPL-3.0), otoien/ConsensusCode (CC0-1.0)

Status: code verified, 23 files readable

[97] Code ↔ Paper doi:10.1038/s41562-026-02533-1 [paper, repository]

Fluctuations in arousal reflect latent state transitions that facilitate behavioural optimization.

Journal: Nature human behaviour

Authors' code: OSF ahynj (no license), learning-memory-and-decision-lab/Li-Marble-2025 (no license)

Status: code verified, 98 files readable, 10 matches

[98] doi:10.1162/imag.a.1329 [paper]

Atypical low-frequency and high-frequency neural entrainment to rhythmic audiovisual speech in adults with dyslexia.

Journal: Imaging neuroscience (Cambridge, Mass.)

Status: code on request

[99] doi:10.3390/bios16080421 [paper]

GLSTNet: A Global-Local Spatial Relations and Temporal Dynamics Network for EEG-Based Emotion Recognition.

Journal: Biosensors

Status: code on request

Tuesday, 4 August 2026 (2 papers)

[100] doi:10.1007/s44470-026-00131-6 [paper]

Sleep homeostasis impairment across obstructive sleep apnea severity: findings from a population-based cohort study.

Journal: Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine

Status: code on request

[101] doi:10.3390/jcm15156046 [paper]

EEG Connectivity Signatures in Migraine and Tension-Type Headache: A Multimethod ROI-Based Functional Connectivity and Machine-Learning Analysis.

Journal: Journal of clinical medicine

Status: code on request

Saturday, 1 August 2026 (7 papers)

[102] Code ↔ Paper doi:10.1093/cercor/bhag117 [paper, repository]

Spontaneous changes in the prestimulus alpha power predict both objective and subjective aspects of perception-evidence from 4 paradigms and 471 experimental sessions.

Journal: Cerebral cortex (New York, N.Y. : 1991)

Authors' code: OSF 54zqj (no license)

Status: empty repository

[103] doi:10.1002/cns.71096 [paper]

Dynamic Hemispheric Lateralization of Naturalistic Emotional Processing After Unilateral Stroke: An EEG Study.

Journal: CNS neuroscience & therapeutics

Status: code on request

[104] Code ↔ Paper doi:10.1167/jov.26.8.4 [paper, repository]

The neural processes of illusory occlusion in object recognition.

Journal: Journal of vision

Authors' code: OSF x6fv9 (no license)

Status: code verified, 13 files readable, 5 matches

[105] doi:10.1002/brb3.71679 [paper]

Limonene Modulates Event-Related Potentials in a 2-Back Working Memory Task.

Journal: Brain and behavior

Status: code on request

[106] Code ↔ Paper doi:10.1111/psyp.70376 [paper, repository]

Changes in Aperiodic (1/f Slope) Activity During a Picture-Word Interference Task: Effects of Congruency and Sequence Manipulations.

Journal: Psychophysiology

Authors' code: OSF z3qsg (no license)

Status: code verified, 2 files readable, 2 matches

[107] Code ↔ Paper doi:10.1167/jov.26.8.2 [paper, repository]

Disentangling objects' contextual associations from perceptual and conceptual attributes using time-resolved neural decoding.

Journal: Journal of vision

Authors' code: OSF jy284 (no license)

Status: code verified, 14 files readable, 4 matches

[108] Code ↔ Paper doi:10.1111/psyp.70370 [paper, repository]

Song Familiarity Relies on Evidence Accumulation.

Journal: Psychophysiology

Authors' code: chassall/songfamiliarity (MIT)

Status: code verified, 15 files readable, 7 matches

Friday, 31 July 2026 (6 papers)

[109] Code ↔ Paper doi:10.1007/s10548-026-01240-4 [paper, repository]

Back to the Future of qEEG: Lifespan Normative Modeling of Spectral Ratios and Functional Indices with Potential Applications to Therapeutic Monitoring.

Journal: Brain topography

Authors' code: CCC-members/HarMNqEEG (GPL-3.0), oldgandalf/Normatives-spectral-based-indexes-from-EEG-resting-state (no license)

Status: code verified, 50 files readable, 2 matches

[110] doi:10.1007/s00221-026-07368-w [paper]

The role of catastrophizing in anxiety and depression symptom scores among knee osteoarthritis patients: a multimodal assessment with EEG and machine learning.

Journal: Experimental brain research

Status: code on request

[111] Code ↔ Paper doi:10.1016/j.celrep.2026.117782 [paper, repository]

Thermodynamics of consciousness: Non-equilibrium brain dynamics track conscious states.

Journal: Cell reports

Authors' code: Zenodo 20719663 (MIT), tomasberjagabuisan/Thermo-Consciousness (MIT)

Status: code verified, 28 files readable, 8 matches

[112] Code ↔ Paper doi:10.1162/imag.a.1321 [paper, repository]

Phase similarity between similar objects indicates representational merging across retrieval training but not sleep.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: OSF mygh9 (no license)

Status: code verified, 52 files readable, 16 matches

[113] doi:10.1038/s41597-026-07968-9 [paper, data]

Atieh Schizophrenia EEG, a novel high-quality dataset designed to advance biomarker and machine learning research.

Journal: Scientific data

Status: data only, 1 dataset cited

[114] doi:10.1186/s12888-026-08472-5 [paper]

Neuroscience-guided bilateral thalamic MRI deep learning for obstructive sleep apnea diagnosis: a dual-center translational study.

Journal: BMC psychiatry

Status: code on request

Thursday, 30 July 2026 (6 papers)

[115] doi:10.1038/s41597-026-07787-y [paper, data]

A multi-paradigm and longitudinal EEG dataset including the "sixth-finger" and "affected-hand" motor imagery of stroke patients.

Journal: Scientific data

Status: data only, 1 dataset cited

[116] doi:10.1093/nc/niag042 [paper, data]

Early correlates of visual awareness are affected by self-related information.

Journal: Neuroscience of consciousness

Status: data only, 1 dataset cited

[117] doi:10.1016/j.isci.2026.116995 [paper, data]

EEG microstates and dynamic functional connectivity reveal stage-specific brain networks in subjective tinnitus.

Journal: iScience

Status: code on request, 1 dataset cited

[118] Code ↔ Paper doi:10.3389/fnins.2026.1907378 [paper, repository]

Explainable machine-learning integration of pre-task and preparatory EEG: revealing complementary predictive information for expert action reliability.

Journal: Frontiers in neuroscience

Authors' code: Qiwei-Zhao/pre-task-and-preparatory-EEG-of-expert-action-reliability (no license)

Status: code verified, 6 files readable, 11 matches

[119] doi:10.3389/fnins.2026.1871265 [paper, data]

Clustered pattern projection for EEG dementia classification: evaluating the reliability of disorder patterns.

Journal: Frontiers in neuroscience

Status: data only, 2 datasets cited

[120] Code ↔ Paper doi:10.3390/brainsci16080809 [paper, repository]

The Influence of Shared Attention and Friendship on Emotional Processing: A Behavioral and EEG Hyperscanning Study.

Journal: Brain sciences

Authors' code: OSF nug57 (no license)

Status: code verified, 6 files readable

Wednesday, 29 July 2026 (3 papers)

[121] Code ↔ Paper doi:10.1038/s44385-026-00098-2 [paper, repository]

Cross-region neural signal reconstruction to lift electrode placement constraints in SSVEP brain-computer interfaces.

Journal: npj biomedical innovations

Authors' code: Zenodo 21367635 (CC-BY-4.0)

Status: code verified

[122] doi:10.3389/fnins.2026.1899770 [paper, data]

Brain-CLIPLM: semantic compression for EEG-to-text decoding.

Journal: Frontiers in neuroscience

Status: data only, 2 datasets cited

[123] Code ↔ Paper doi:10.3389/fpsyg.2026.1819517 [paper, repository]

Development and validation of the performance evaluation anxiety task: a computerized task to identify functionally significant test anxiety.

Journal: Frontiers in psychology

Authors' code: doi:10.7910/dvn/nxdzma (no license)

Status: code found, not verified yet

Tuesday, 28 July 2026 (3 papers)

[124] Code ↔ Paper doi:10.1016/j.mex.2026.104077 [paper, repository]

Structured multi-domain EEG descriptors with phase-based connectivity for lie and truth detection.

Journal: MethodsX

Authors' code: dutarisurya/lie-truth-eeg-descriptor (no license)

Status: code verified, 2 files readable, 6 matches

[125] doi:10.3390/ejihpe16080110 [paper, data]

An Exploratory Age-Adjusted Model of Individual Alpha Peak Frequency in Healthy Older Adults: A FOOOF-Based Spectral Parametrization Study.

Journal: European journal of investigation in health, psychology and education

Status: data only, 2 datasets cited

[126] doi:10.3390/brainsci16080793 [paper, data]

Disentangling EEG Fingerprinting and Sleep Biomarkers Using Generalized Weighted Ordinal Patterns.

Journal: Brain sciences

Status: data only, 1 dataset cited

Monday, 27 July 2026 (2 papers)

[127] Code ↔ Paper doi:10.1162/netn.a.555 [paper, repository]

Neural dynamics of mindfulness training: A longitudinal EEG network analysis of focused attention and open monitoring meditation.

Journal: Network neuroscience (Cambridge, Mass.)

Authors' code: OSF buxah (no license)

Status: code verified, 2 files readable, 1 match

[128] Code ↔ Paper doi:10.3390/s26154773 [paper, repository]

EEG-Based Supported Diagnosis of ADHD Using Subject-Specific HMMs and Stationary RKHS Embeddings.

Journal: Sensors (Basel, Switzerland)

Authors' code: leonlpz/HMM_RKHS_Classification_Project (MIT)

Status: code verified, 9 files readable, 12 matches

Saturday, 25 July 2026 (1 paper)

[129] doi:10.1016/j.ibneur.2026.07.011 [paper, data]

Brain criticality and advanced meditation "cessation" events: An intensively sampled electroencephalography case study.

Journal: IBRO neuroscience reports

Status: data only, 1 dataset cited

Friday, 24 July 2026 (4 papers)

[130] Code ↔ Paper doi:10.1038/s41598-026-52672-8 [paper, repository]

Validation of portable, semi-dry electrode-based electroencephalography device for its application in brain-computer interface solutions.

Journal: Scientific reports

Authors' code: MelindaRacz/VSN_validation_supplementary (no license)

Status: code verified, 12 files readable, 5 matches

[131] Code ↔ Paper doi:10.1371/journal.pcbi.1014563 [paper, repository]

Single pulse electrical stimulation in white matter modulates iEEG visual responses in human early visual cortex.

Journal: PLoS computational biology

Authors' code: hharveygit/SPES_Visual (GPL-3.0)

Status: code verified, 242 files readable, 9 matches

[132] Code ↔ Paper doi:10.3389/fpsyt.2026.1803720 [paper, repository]

NeuroCon-AutismNet: a privacy-preserving multimodal framework toward autism screening via diffusion-regularized EEG biomarkers and empathy-aware multilingual dialogue.

Journal: Frontiers in psychiatry

Authors' code: mkarthiga2211/NeuroCon-AutismNet (no license)

Status: code verified, 2 files readable, 12 matches

[133] Code ↔ Paper doi:10.3390/brainsci16080781 [paper, repository]

A Comparison of Machine Learning Models for Classification of Parkinson's Disease During a Working Memory and Sustained Attention Task.

Journal: Brain sciences

Authors' code: mercedesterry/EEG-and-Pupillary-Feature-Extraction-Toolbox (no license)

Status: dead link

Thursday, 23 July 2026 (3 papers)

[134] doi:10.3390/diagnostics16152317 [paper, data]

MAF-SleepNet: A Multimodal Attention-Enhanced Fusion Network for Automatic Multi-Class Sleep Disorder Classification from Polysomnography.

Journal: Diagnostics (Basel, Switzerland)

Status: data only, 1 dataset cited

[135] Code ↔ Paper doi:10.1038/s41467-026-75653-x [paper, repository]

Concept2Brain: an AI model for predicting neurophysiological responses to text and pictures.

Journal: Nature communications

Authors' code: ASantosMayo/Concept2Brain (GPL-3.0)

Status: code verified, 5 files readable, 8 matches

[136] doi:10.3390/bios16080400 [paper, data]

EEG and ECG Wearable Biosensor-Based Affective State Analysis Using Deep Learning over 6G IoT Healthcare Networks.

Journal: Biosensors

Status: data only, 1 dataset cited

Wednesday, 22 July 2026 (2 papers)

[137] doi:10.3390/s26144636 [paper, data]

Toward Robust EEG Classification Using Adaptive CNN-Transformer and Inception Architectures and Signal Level Augmentation.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

[138] Code ↔ Paper doi:10.3389/fnhum.2026.1806951 [paper, repository]

The theta paradox-delayed reduction of frontal midline theta following downregulation neurofeedback training.

Journal: Frontiers in human neuroscience

Authors' code: OSF bu924 (no license)

Status: empty repository

Tuesday, 21 July 2026 (3 papers)

[139] Code ↔ Paper doi:10.1007/s10548-026-01238-y [paper, repository]

Topographic Reorganization of EEG Complexity During Visual Mental Imagery: Insights from Lempel-Ziv Complexity in High-Density EEG.

Journal: Brain topography

Authors' code: jabarrick/LZC-HFD-hypothesis (MIT)

Status: code verified, 34 files readable, 23 matches

[140] doi:10.1186/s40708-026-00320-2 [paper, data]

Effiformer: a unified data-efficient vision transformer-CNN framework for interpretable epileptic seizure detection.

Journal: Brain informatics

Status: data only, 1 dataset cited

[141] doi:10.3390/bios16070394 [paper, data]

Hybrid Edge-Cloud Asymmetric Analytics for Portable Multimodal BCI Biosensors.

Journal: Biosensors

Status: data only, 2 datasets cited

Monday, 20 July 2026 (4 papers)

[142] Code ↔ Paper doi:10.7554/elife.110320 [paper, repository]

Neural categorization of visual words of alphabetic and non-alphabetic languages.

Journal: eLife

Authors' code: doi:10.5061/dryad.34tmpg4wn (no license)

Status: code verified

[143] Code ↔ Paper doi:10.1038/s41467-026-75345-6 [paper, repository]

Hippocampal ripples initiate cortical dimensionality expansion for memory retrieval.

Journal: Nature communications

Authors' code: kerrencasper/Hippocampal-ripples-initiate-cortical-dimensionality-expansion-for-memory-retrieval (no license)

Status: code verified, 19 files readable, 6 matches

[144] doi:10.3390/s26144583 [paper, data]

Projection-Free CLIP-Scale EEG Latents via a U-Net-Style Autoencoder.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

[145] Code ↔ Paper doi:10.3389/fnins.2026.1874302 [paper, repository]

Architecture-data matching for EEG-EMG decoding: compact deep models match classical spectral decoders on the WAY-EEG-GAL grasp-and-lift dataset.

Journal: Frontiers in neuroscience

Authors' code: osmar235/eeg-emg-architecture-data-matching (MIT), Zenodo 19966634 (MIT)

Status: code verified, 32 files readable, 29 matches

Friday, 17 July 2026 (4 papers)

[146] Code ↔ Paper doi:10.1371/journal.pone.0353930 [paper, repository]

MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment.

Journal: PloS one

Authors' code: OSF tmjbk (no license)

Status: code verified, 3 files readable

[147] doi:10.1038/s41746-026-02948-0 [paper]

Individualized prediction of heroin cue-induced craving using task-based EEG functional connectivity.

Journal: NPJ digital medicine

Status: code on request

[148] doi:10.3389/fnagi.2026.1882681 [paper, data]

Predominantly left-lateralized EEG-EMG associations following gamma-theta stimulation in older adults with mild cognitive impairment.

Journal: Frontiers in aging neuroscience

Status: data only, 1 dataset cited

[149] Code ↔ Paper doi:10.1162/opmi.a.372 [paper, repository]

Broadening the Agent Preference Hypothesis Through Experiencers: Eye-Tracking and EEG Evidence of Proto-Agents and Proto-Patients.

Journal: Open mind : discoveries in cognitive science

Authors' code: OSF t9zer (no license), OSF wnar8 (no license)

Status: code verified, 21 files readable, 7 matches

Thursday, 16 July 2026 (6 papers)

[150] doi:10.1002/aur.70314 [paper, data]

Task-Related Aperiodic EEG (1/f) Activity in Autism.

Journal: Autism research : official journal of the International Society for Autism Research

Status: data only, 1 dataset cited

[151] doi:10.1186/s40708-026-00321-1 [paper, data]

EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography.

Journal: Brain informatics

Status: data only, 1 dataset cited

[152] Code ↔ Paper doi:10.1371/journal.pbio.3003876 [paper, repository]

Competing speech streams are simultaneously represented in the human cortex during attention switching.

Journal: PLoS biology

Authors' code: cnspworkshop.net (no license)

Status: code verified

[153] doi:10.1186/s10194-026-02445-5 [paper, data]

Migraine is associated with altered approach-avoidance decision processing: a case control study.

Journal: The journal of headache and pain

Status: data only, 14 datasets cited

[154] Code ↔ Paper doi:10.3390/bioengineering13070820 [paper, repository]

Benchmarking Multimodal Workload Classification: Effects of Modality, Validation Protocol, and Segmentation Contrast on an Open Graded-Arithmetic Dataset.

Journal: Bioengineering (Basel, Switzerland)

Authors' code: LMBooth/Arithmetic_Workload_Estimation (CC0-1.0), Zenodo 20162864 (CC0-1.0)

Status: code verified, 40 files readable, 21 matches

[155] doi:10.1016/j.isci.2026.116829 [paper]

Temporal dynamics of frontoparietal processing during personal space intrusion.

Journal: iScience

Status: code on request

Wednesday, 15 July 2026 (4 papers)

[156] doi:10.1002/advs.76153 [paper, data]

Brain-Computer Interface Training Fosters Perceptual Skills to Detect Errors.

Journal: Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Status: data only, 1 dataset cited

[157] Code ↔ Paper doi:10.1126/sciadv.aed6110 [paper, repository]

Scent of a father: Paternal body odors boost interbrain synchrony.

Journal: Science advances

Authors' code: Zenodo 18358991 (CC-BY-4.0)

Status: code verified, 1 file readable, 2 matches

[158] Code ↔ Paper doi:10.1016/j.neurot.2026.e00960 [paper, repository]

Personalizing neuromodulation for chronic pain: A connectivity-guided trial.

Journal: Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics

Authors' code: OSF b2e8h (no license)

Status: empty repository

[159] Code ↔ Paper doi:10.1038/s41467-026-75435-5 [paper, repository]

Sensory-guided human-machine joint learning accelerates the acquisition of motor imagery brain computer interface control.

Journal: Nature communications

Authors' code: bfinl/SensoryGuidedJointLearning (MIT), Zenodo 20480141 (MIT)

Status: code verified, 16 files readable, 3 matches

Tuesday, 14 July 2026 (2 papers)

[160] doi:10.1088/1741-2552/ae805e [paper, data]

Human intracranial signal stability tracks anatomical accuracy after electrode reimplantation.

Journal: Journal of neural engineering

Status: data only, 1 dataset cited

[161] Code ↔ Paper doi:10.1371/journal.pone.0353371 [paper, repository]

Inter-brain functional connectivity: Are we measuring the right thing?

Journal: PloS one

Authors' code: OSF 4cd2r (no license)

Status: code verified, 25 files readable, 2 matches

Monday, 13 July 2026 (2 papers)

[162] Code ↔ Paper doi:10.1523/eneuro.0008-26.2026 [paper, repository]

Movement Disorder Patients with Depression Have Altered Corticostriatal Alpha-Beta Power Response to Reward and Loss.

Journal: eNeuro

Authors' code: qhelen/MD-Depression-Reward (no license)

Status: code verified, 9 files readable, 3 matches

[163] Code ↔ Paper doi:10.1007/s00422-026-01049-1 [paper, repository]

A three-component dynamical index of consciousness-related neural organisation.

Journal: Biological cybernetics

Authors' code: ugail/Index-for-Consciousness-Dynamics (no license)

Status: code verified, 4 files readable, 25 matches

Sunday, 12 July 2026 (1 paper)

[164] Code ↔ Paper doi:10.1002/aur.70312 [paper, repository]

Aberrant Neural Entrainment to Word-Level Speech Patterns in Fragile X Syndrome: Evidence for a Statistical Learning Deficit.

Journal: Autism research : official journal of the International Society for Autism Research

Authors' code: Zenodo 18746668 (CC-BY-4.0)

Status: code verified, 5 files readable, 5 matches

Saturday, 11 July 2026 (1 paper)

[165] Code ↔ Paper doi:10.1186/s12984-026-02041-3 [paper, repository]

Mental tasks induce common modulations of oscillations in cortex and spinal cord.

Journal: Journal of neuroengineering and rehabilitation

Authors' code: neurofreiburg/QuattrocentoLSLApp (GPL-3.0)

Status: code verified, 2,000 files readable

Friday, 10 July 2026 (3 papers)

[166] doi:10.3390/bioengineering13070794 [paper]

Mamba-Bi-LSTM with SHAP-Guided Iterative Refinement for Multimodal ARDS Diagnosis: A Dual-System Framework.

Journal: Bioengineering (Basel, Switzerland)

Status: code on request

[167] doi:10.3390/bioengineering13070793 [paper, data]

Vibrotactile Stimulation Encoded by Beta and Gamma Bands Varies with Locations on the Upper Limbs.

Journal: Bioengineering (Basel, Switzerland)

Status: data only, 1 dataset cited

[168] Code ↔ Paper doi:10.1016/j.dib.2026.113064 [paper, repository]

A reproducible EEG hyperscanning dataset for triadic social decision-making during an iterated 3-player Prisoner's Dilemma.

Journal: Data in brief

Authors' code: heegyukim4043/PD_EEG_hyperscan_processing (no license)

Status: code verified, 7 files readable, 6 matches

Thursday, 9 July 2026 (5 papers)

[169] Code ↔ Paper doi:10.7554/elife.111114 [paper, repository]

Theta beta ratio in attention deficit hyperactivity disorder using a multiverse analysis.

Journal: eLife

Authors' code: OSF u5yxv (no license)

Status: code verified, 24 files readable, 13 matches

[170] Code ↔ Paper doi:10.1016/j.ebiom.2026.106375 [paper, repository]

Brainwaves under medication: revealing class-specific neural signatures of psychotropic medication from 24,000 EEGs.

Journal: EBioMedicine

Authors' code: labianca/EEG-psychotropic-medications (no license)

Status: code verified, 7 files readable, 8 matches

[171] Code ↔ Paper doi:10.1038/s41467-026-75359-0 [paper, repository]

Neural mechanisms of time-forward predictions for naturalistic auditory tone sequences.

Journal: Nature communications

Authors' code: BiyuHeLab/TimeForwardPrediction_iEEG_Baumgarten_Koenig (no license)

Status: code verified, 281 files readable, 26 matches

[172] doi:10.3758/s13414-026-03305-9 [paper, data]

Modality-dependent bottom-up attention and eye gaze direction affect auditory spatial discrimination.

Journal: Attention, perception & psychophysics

Status: code on request, 1 dataset cited

[173] doi:10.3389/fdata.2026.1837706 [paper, data]

Noise-robust temporal-spectral fusion transformers for EEG-based cognitive state classification in aviation environments.

Journal: Frontiers in big data

Status: data only, 1 dataset cited

Wednesday, 8 July 2026 (3 papers)

[174] Code ↔ Paper doi:10.1016/j.neuroimage.2026.122115 [paper, repository]

Midfrontal theta power relates to response speeding following frustrative nonreward.

Journal: NeuroImage

Authors' code: OSF qspbf (no license)

Status: code verified, 7 files readable, 9 matches

[175] doi:10.1007/s13755-026-00470-x [paper, data]

A novel deep learning approach for privacy-preserving encoded EEG-based brain-computer interfaces with clinical LLM applications.

Journal: Health information science and systems

Status: data only, 2 datasets cited

[176] doi:10.1016/j.dcn.2026.101780 [paper, data]

Atypical auditory cortical processing in ADHD during early and middle childhood.

Journal: Developmental cognitive neuroscience

Status: data only, 1 dataset cited

Tuesday, 7 July 2026 (7 papers)

[177] Code ↔ Paper doi:10.7554/elife.107088 [paper, repository]

Development of auditory and spontaneous movement responses to music over the first postnatal year.

Journal: eLife

Authors' code: tnguyen1992/tinydancer (CC0-1.0)

Status: code verified, 65 files readable, 6 matches

[178] Code ↔ Paper doi:10.1007/s00221-026-07342-6 [paper, repository]

A portable solution for simultaneous human movement and mobile EEG acquisition: readiness potential for basketball free-throw shooting.

Journal: Experimental brain research

Authors' code: micufx/Pocketable-MoBI-Baskts (MIT)

Status: code verified, 49 files readable, 19 matches

[179] doi:10.1093/nc/niag036 [paper, data]

Neurodynamic profiles in the alpha band distinguish different forms of meditation.

Journal: Neuroscience of consciousness

Status: data only, 1 dataset cited

[180] Code ↔ Paper doi:10.1016/j.ynirp.2026.100378 [paper, repository]

From head to toe: Efficient somatosensory mapping with fast stimulation and multivariate pattern analysis.

Journal: Neuroimage. Reports

Authors' code: OSF yx7wh (no license)

Status: code found, not verified yet

[181] doi:10.3389/fnins.2026.1810609 [paper, data]

A dual-branch network with brain region-constrained attention for EEG emotion recognition.

Journal: Frontiers in neuroscience

Status: data only, 2 datasets cited

[182] doi:10.3390/jemr19040074 [paper, data]

Eye-Movement-Assisted Time-Frequency EEG Decoding for Multimodal Robotic Arm Control.

Journal: Journal of eye movement research

Status: data only, 1 dataset cited

[183] Code ↔ Paper doi:10.1093/sleepadvances/zpag069 [paper, repository]

Thalamic transcranial electrical stimulation with temporal interference enhances sleep spindle activity during a daytime nap.

Journal: Sleep advances : a journal of the Sleep Research Society

Authors' code: sbruno3/TES-TI_spindles (no license)

Status: code verified, 9 files readable, 5 matches

Monday, 6 July 2026 (3 papers)

[184] Code ↔ Paper doi:10.1007/s00234-026-04103-8 [paper, repository]

Enhanced detection of subtle cortical abnormalities in focal epilepsy using 7 T MRI surface-based models and graph neural networks.

Journal: Neuroradiology

Authors' code: MELDProject/meld_graph (other)

Status: code verified, 108 files readable, 6 matches

[185] doi:10.1371/journal.pbio.3003894 [paper, data]

Sequential neural dynamics underlie unconscious integration and conscious perception of visual stimuli.

Journal: PLoS biology

Status: data only, 1 dataset cited

[186] Code ↔ Paper doi:10.3758/s13428-026-02997-z [paper, repository]

PyLossless: A non-destructive EEG processing pipeline.

Journal: Behavior research methods

Authors' code: lina-usc/pylossless (MIT)

Status: code verified, 45 files readable, 18 matches

Saturday, 4 July 2026 (1 paper)

[187] doi:10.1038/s41398-026-04212-1 [paper]

High-order brain interactions during ketamine-induced state changes: A functional marker of response in late-life treatment-resistant depression?

Journal: Translational psychiatry

Status: code on request

Friday, 3 July 2026 (1 paper)

[188] doi:10.3390/brainsci16070716 [paper, data]

RGB-Style Input Representations for EEG: Evaluating Spatial Concatenation Versus Band-Wise Stacking in Deep Emotion Recognition.

Journal: Brain sciences

Status: data only, 2 datasets cited

Thursday, 2 July 2026 (4 papers)

[189] Code ↔ Paper doi:10.1038/s41467-026-75213-3 [paper, repository]

Concurrent control of natural and robotic limbs through a tactile-encoded brain-computer interface.

Journal: Nature communications

Authors' code: jty940529/Tactile_P300_BCI (no license)

Status: code verified, 4 files readable

[190] Code ↔ Paper doi:10.1093/pnasnexus/pgag220 [paper, repository]

Neural mechanisms of awareness of action.

Journal: PNAS nexus

Authors' code: BlumenfeldLab/Jin-et-al_2026 (no license)

Status: code verified, 83 files readable

[191] doi:10.3390/s26134167 [paper, data]

M2EEG-VR: Validation of EEG Visualization and Sonification for the Detection of Neonatal Seizures on a Virtual Reality Platform.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

[192] doi:10.3390/s26134186 [paper, data]

CMEpiNet: Complex-Valued Multimodal Epilepsy Detection Network Model.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

Wednesday, 1 July 2026 (21 papers)

[193] Code ↔ Paper doi:10.1093/sleep/zsag123 [paper, repository]

Shared local brain dynamics in pediatric and adult non-rapid eye movement parasomnias.

Journal: Sleep

Authors' code: julama/hdEEG_DOA (no license)

Status: empty repository

[194] doi:10.1002/ejsc.70205 [paper, data]

A Single Session of Slackline Training Induces Rapid, Task-Specific Balance Improvements and Elevated Resting-State Beta Band Power.

Journal: European journal of sport science

Status: data only, 1 dataset cited

[195] Code ↔ Paper doi:10.1111/ejn.70608 [paper, repository]

The Brain Response to Reflectional Symmetry Is Not Uniquely Preattentive.

Journal: The European journal of neuroscience

Authors' code: OSF 2sncj (no license)

Status: code verified, 28 files readable

[196] Code ↔ Paper doi:10.1002/ejp.70313 [paper, repository]

Predicting Pain: Electroencephalography Signatures of Neural Integration During Experimental Tonic Thermal Pain.

Journal: European journal of pain (London, England)

Authors' code: han-yy/NeuralMarkerPain (MIT)

Status: code verified, 48 files readable, 4 matches

[197] doi:10.1186/s40708-026-00317-x [paper, data]

Parkinson's disease classification using optimized attention-based deep learning from EEG signals with interpretable sub-band topography.

Journal: Brain informatics

Status: code on request, 2 datasets cited

[198] Code ↔ Paper doi:10.1111/ejn.70569 [paper, repository]

Quantifying the Influence of Lexical Surprisal on Acoustic Speech Encoding While Controlling for Within-Speaker Variability.

Journal: The European journal of neuroscience

Authors' code: OSF 756xn (no license)

Status: code verified, 13 files readable, 8 matches

[199] doi:10.1002/hbm.70601 [paper, data]

Emotional Context Modulates the Response to Somatosensory Stimuli Within 20 milliseconds.

Journal: Human brain mapping

Status: data only, 1 dataset cited

[200] Code ↔ Paper doi:10.1111/nyas.70314 [paper, repository]

Neural Oscillatory Dynamics in Joint Action: Dissociable Roles of Entrainment and Beta Modulation in Self-Other Integration.

Journal: Annals of the New York Academy of Sciences

Authors' code: mattiaRosso92/Oscillatory_Dynamics_Joint_Action (no license)

Status: code verified, 6 files readable, 15 matches

[201] doi:10.1002/brb3.71563 [paper, data]

A Hybrid Random Forest-SARSA Framework for Resting-State EEG-Based Parkinson's Disease Detection With Temporal Decision Refinement.

Journal: Brain and behavior

Status: data only, 1 dataset cited

[202] Code ↔ Paper doi:10.1111/psyp.70354 [paper, repository]

The Absent P3a. Performance Monitoring ERPs Differentiate Trust in Humans and Autonomous Systems.

Journal: Psychophysiology

Authors' code: Zenodo 7535495 (other-open), palday/philistine (BSD-3-Clause)

Status: code verified, 30 files readable, 1 match

[203] Code ↔ Paper doi:10.1002/hbm.70599 [paper, repository]

Group Joint ICA (gjICA): A Method for Multimodal Fusion of Concurrent EEG and fMRI Data.

Journal: Human brain mapping

Authors' code: trendscenter/gift (no license)

Status: code verified, 1,045 files readable, 2 matches

[204] doi:10.1111/psyp.70360 [paper, data]

The Effect of Task Demand on EEG Responses to Irrelevant Sound and Speech in Simulated Surgical Environments.

Journal: Psychophysiology

Status: data only, 2 datasets cited

[205] Code ↔ Paper doi:10.3389/fnhum.2026.1869918 [paper, repository]

Single-subject auditory ERP-BCI performance enhancement in ALS via an AI coding assistant prompt.

Journal: Frontiers in human neuroscience

Authors' code: mikito-ogino/aide-bci-analysis (no license)

Status: code verified, 36 files readable, 10 matches

[206] Code ↔ Paper doi:10.1111/ejn.70639 [paper, repository]

Action Intentions Shape Task- and Phase-Specific Integration of Object Features.

Journal: The European journal of neuroscience

Authors' code: OSF 6fq9h (no license)

Status: code verified, 1 file readable, 1 match

[207] Code ↔ Paper doi:10.1111/psyp.70362 [paper, repository]

Pupil Constriction Causes Activity in the Human Retina and Visual System.

Journal: Psychophysiology

Authors' code: OSF 2u6jv (no license)

Status: code verified, 3 files readable

[208] Code ↔ Paper doi:10.1162/nol.a.264 [paper, repository]

The Temporal Dynamics of the Labeling Algorithm During Natural Language Comprehension: Neural Evidence for Phrase Grammatical Type Generation.

Journal: Neurobiology of language (Cambridge, Mass.)

Authors' code: OSF 9qvtx (no license)

Status: code verified, 1 file readable

[209] doi:10.1111/psyp.70365 [paper, data]

Brain Association Studies in 2024: A Systematic Review of Sample Sizes and Preregistrations.

Journal: Psychophysiology

Status: data only, 1 dataset cited

[210] Code ↔ Paper doi:10.1111/psyp.70341 [paper, repository]

The Brain Signature of Reward Processing During Cooperative Gaming.

Journal: Psychophysiology

Authors' code: kpm-floesch/niceTFRplot (MIT)

Status: code verified, 3 files readable

[211] Code ↔ Paper doi:10.1093/cercor/bhag113 [paper, repository]

Long-term reliability and stability of parameterized resting state EEG: evidence from a five-year follow-up.

Journal: Cerebral cortex (New York, N.Y. : 1991)

Authors' code: MindSpaceLab/Aperiodic_Test_Retest_5year (MIT)

Status: code verified, 8 files readable, 4 matches

[212] Code ↔ Paper doi:10.1093/cercor/bhag108 [paper, repository]

Action fluency and conscious intention: being aware of what we are about to do.

Journal: Cerebral cortex (New York, N.Y. : 1991)

Authors' code: Zenodo 13341982 (CC-BY-NC-4.0)

Status: empty repository

[213] Code ↔ Paper doi:10.1111/infa.70114 [paper, repository]

Statistics in Motion: Does the Infant Motor System Predict Actions Based on Their Transitional Probability?

Journal: Infancy : the official journal of the International Society on Infant Studies

Authors' code: TommasoGhilardi/Statistics-in-Motion (no license)

Status: code verified, 19 files readable, 2 matches

Tuesday, 30 June 2026 (2 papers)

[214] doi:10.1038/s41598-026-59487-7 [paper, data]

Neural signatures of hyper-realistic AI-generated faces: dissociating behavioral indistinguishability from implicit neural evaluation.

Journal: Scientific reports

Status: data only, 1 dataset cited

[215] doi:10.3389/fnhum.2026.1832475 [paper]

Optimization of stimulus color for peripheral SSVEP-based brain-computer interfaces.

Journal: Frontiers in human neuroscience

Status: code on request

Monday, 29 June 2026 (1 paper)

[216] Code ↔ Paper doi:10.3389/fnhum.2026.1820376 [paper, repository]

The neural dynamics of political socio-pragmatic violations: an ERP study.

Journal: Frontiers in human neuroscience

Authors' code: OSF sgbqf (no license)

Status: code verified, 1 file readable, 2 matches

Sunday, 28 June 2026 (2 papers)

[217] doi:10.3390/biology15131028 [paper]

Temporal Response Function-Driven Representational Similarity Analysis for Speech Perception Decoding with MEG and EEG.

Journal: Biology

Status: code on request

[218] Code ↔ Paper doi:10.3390/brainsci16070680 [paper, repository]

ION-Sim: A Novel Open-Source Simulation Framework for Intraoperative Neurophysiological Monitoring.

Journal: Brain sciences

Authors' code: riccardo-budai/ION_Simula (no license)

Status: code verified, 100 files readable, 29 matches

Saturday, 27 June 2026 (3 papers)

[219] doi:10.3390/diagnostics16132012 [paper, data]

Power and Phase Fusion Spectrogram with Three-Dimensional Convolution and Vision Transformer for Seizure Detection.

Journal: Diagnostics (Basel, Switzerland)

Status: data only, 1 dataset cited

[220] doi:10.3390/s26134091 [paper, data]

Hypnogram-Driven Automatic Sleep Staging and a Quality-Index Assessment Through a Two-Stage LSTM-DNN Ensemble Learning Approach Using Multi-Biosignal Features for Sleep Disorder Detection.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

[221] doi:10.3390/brainsci16070678 [paper, data]

CP5-Centered Parietal HD-tACS Is Associated with Improved Performance in a Smartphone-Based Shopping Task in Older Adults: A Behavioral and EEG Investigation.

Journal: Brain sciences

Status: data only, 1 dataset cited

Friday, 26 June 2026 (1 paper)

[222] Code ↔ Paper doi:10.1016/j.isci.2026.116586 [paper, repository]

Condition-specific neural signatures of reactivation during post-retrieval rest: An EEG study.

Journal: iScience

Authors' code: OSF 2zjda (no license)

Status: code verified, 27 files readable, 7 matches

Thursday, 25 June 2026 (3 papers)

[223] Code ↔ Paper doi:10.1371/journal.pone.0348957 [paper, repository]

Steps against the burden of Parkinson's disease (StepuP): Protocol of a randomized controlled trial elucidating the biomechanical and neurophysiological mechanisms of a speed dependent treadmill training intervention.

Journal: PloS one

Authors' code: juliuswelzel/stepup_setup (no license)

Status: code verified, 45 files readable, 2 matches

[224] doi:10.1186/s12984-026-02065-9 [paper]

Decoding motor imagery related to major mimetic muscles from electroencephalography.

Journal: Journal of neuroengineering and rehabilitation

Status: code on request

[225] doi:10.3390/s26134045 [paper, data]

Brain Signal for Secure EEG Biometric Authentication: A Comprehensive Survey.

Journal: Sensors (Basel, Switzerland)

Status: data only, 8 datasets cited

Wednesday, 24 June 2026 (4 papers)

[226] Code ↔ Paper doi:10.1371/journal.pone.0351872 [paper, repository]

Decoding visual object recognition from EEG signals.

Journal: PloS one

Authors' code: Promise-Z5Q2SQ/EEG-ImageNet-Dataset (MIT), anniekang1112/eeg-imagenet-visual-decoding (MIT), Zenodo 20617271 (MIT)

Status: code verified, 40 files readable, 18 matches

[227] Code ↔ Paper doi:10.1097/j.pain.0000000000004044 [paper, repository]

No effect of rhythmic visual stimulation on experimental pain perception.

Journal: Pain

Authors' code: mpcoll/2025_painrvs (no license)

Status: code verified, 11 files readable, 8 matches

[228] Code ↔ Paper doi:10.3390/s26134004 [paper, repository]

Automated Anxiety Detection System Integrating a Brain-Computer Interface for Neurofeedback Applications.

Journal: Sensors (Basel, Switzerland)

Authors' code: colab.research.google.com/drive/1ackfhtosbynpzmgzfyyjydxcereygdrt (no license), colab.research.google.com/drive/1bwge17lzzzbqpqy--yjyly8gknistdup (no license), colab.research.google.com/drive/18uq_00ynr0mot1d6nharwoxo9rwavtny (no license)

Status: code verified

[229] Code ↔ Paper doi:10.3390/s26134019 [paper, repository]

NeuroStat: An Open-Source EEG Connectivity Platform for Randomised Controlled Trials.

Journal: Sensors (Basel, Switzerland)

Authors' code: ghani097/NeuroStat-for-RCTs (no license)

Status: code verified, 22 files readable, 32 matches

Tuesday, 23 June 2026 (2 papers)

[230] Code ↔ Paper doi:10.1371/journal.pone.0352191 [paper, repository]

Bayesian Uncertainty-aware Deep Learning with noisy labels: Tackling annotation ambiguity in EEG seizure detection.

Journal: PloS one

Authors' code: deeksha-ms/BUNDL (no license)

Status: code verified, 144 files readable, 5 matches

[231] doi:10.1016/j.isci.2026.116473 [paper]

Belief updating in uncertain environments is differentially sensitive to reward and punishment learning: Evidence from ERP.

Journal: iScience

Status: code on request

Monday, 22 June 2026 (6 papers)

[232] Code ↔ Paper doi:10.1038/s41598-026-58505-y [paper, repository]

Remoteness sensitive theta network dynamics during early autobiographical memory access.

Journal: Scientific reports

Authors' code: Zenodo 20633675 (CC-BY-4.0), carla94/Remoteness-sensitive-theta-network-dynamics-during-early-autobiographical-memory-access (no license)

Status: code verified, 32 files readable, 8 matches

[233] Code ↔ Paper doi:10.1523/jneurosci.0154-26.2026 [paper, repository]

Faster but less precise: expectation enhances response speed while reducing sensory fidelity.

Journal: The Journal of neuroscience : the official journal of the Society for Neuroscience

Authors' code: OSF nekp7 (no license)

Status: code verified, 50 files readable, 9 matches

[234] Code ↔ Paper doi:10.1038/s41467-026-74099-5 [paper, repository]

Right amygdala ablation reduces maladaptive negative interpretation bias and symptoms in a patient with post-traumatic stress disorder.

Journal: Nature communications

Authors' code: OSF 63tym (no license), Zenodo 7486842 (MIT), neurotechcenter/vera (MIT)

Status: code verified, 999 files readable, 5 matches

[235] Code ↔ Paper doi:10.1038/s41598-026-58885-1 [paper, repository]

Forward model of rat electroencephalogram: influence of inhomogeneous and anisotropic skull.

Journal: Scientific reports

Authors' code: VlastaKoudelka/skull-leadfield (no license)

Status: code verified, 4 files readable, 2 matches

[236] Code ↔ Paper doi:10.1093/braincomms/fcag204 [paper, repository]

Altered rhythmic and arrhythmic electroencephalographic activity during non-rapid eye movement sleep in amnestic mild cognitive impairment.

Journal: Brain communications

Authors' code: AlexLaf11/eeg-nrem-amci (no license)

Status: code verified, 59 files readable

[237] Code ↔ Paper doi:10.1016/j.isci.2026.116408 [paper, repository]

Epilepsy-IEDs: An automated machine learning model for detecting interictal epileptiform discharges from scalp electroencephalograms.

Journal: iScience

Authors' code: ylooliu/Epilepsy-IEDs (no license), Zenodo 20404907 (CC-BY-4.0), trekhleb/machine-learning-octave (MIT), ajaiantilal/randomforest-matlab (no license)

Status: code verified, 87 files readable, 2 matches

Sunday, 21 June 2026 (1 paper)

[238] doi:10.1186/s40708-026-00313-1 [paper, data]

Evaluating multi-level membership inference risk in federated EEG learning.

Journal: Brain informatics

Status: data only, 2 datasets cited

Saturday, 20 June 2026 (2 papers)

[239] doi:10.1002/ana.78283 [paper, data]

Gut-Brain Axis Modulation by Short-Chain Fatty Acids Exerts Disease-Modifying Effects in a Murine Model of Drug-Resistant Epilepsy.

Journal: Annals of neurology

Status: data only, 1 dataset cited

[240] Code ↔ Paper doi:10.1016/j.celrep.2026.117590 [paper, repository]

Impaired behavioral inhibition in Fmr1 KO mice is linked to disrupted visual cortex theta oscillations.

Journal: Cell reports

Authors' code: chubykin/V1-HPC-PFC-Behavior-Oscillations (no license), cortex-lab/allenCCF (no license)

Status: code verified, 91 files readable, 20 matches

Friday, 19 June 2026 (4 papers)

[241] Code ↔ Paper doi:10.1038/s41598-026-58046-4 [paper, repository]

Dissecting the interplay of model-based control, impulsivity and compulsivity on self-control in daily life.

Journal: Scientific reports

Authors' code: OSF vjnhw (no license)

Status: code verified, 1 file readable, 1 match

[242] doi:10.1038/s41598-026-57532-z [paper, data]

Predictability of sleep slow oscillation emergence and spatial extent from pre-onset neural dynamics.

Journal: Scientific reports

Status: code on request, 1 dataset cited

[243] Code ↔ Paper doi:10.1093/braincomms/fcag227 [paper, repository]

Thalamocortical seizure onset patterns in drug-resistant focal epilepsy.

Journal: Brain communications

Authors' code: hdsimpson/tsr-analysis-2026 (no license)

Status: code verified, 7 files readable, 1 match

[244] Code ↔ Paper doi:10.3389/fpsyt.2026.1737357 [paper, repository]

A computational pipeline for a neurotransmitter-centric analysis of the effects of psychiatric medication on EEG spectral power.

Journal: Frontiers in psychiatry

Authors' code: rwth-imi/Drug_induced_spectral_changes_TUH (BSD-2-Clause)

Status: code verified, 35 files readable, 5 matches

Thursday, 18 June 2026 (1 paper)

[245] doi:10.3389/fnagi.2026.1885392 [paper, data]

State sensitivity and five-year longitudinal stability of resting-state EEG biomarker candidates in healthy adults.

Journal: Frontiers in aging neuroscience

Status: data only, 1 dataset cited

Wednesday, 17 June 2026 (4 papers)

[246] doi:10.1186/s12888-026-08304-6 [paper, data]

Transcranial direct current stimulation improves reduced global BOLD-CSF coupling in patients with insomnia disorder and comorbid anxiety: a resting-state functional MRI study.

Journal: BMC psychiatry

Status: data only, 1 dataset cited

[247] doi:10.1002/adhm.71364 [paper, data]

Microsphere-Templated Conductive Syntactic Foams for Recyclable and Additively Manufactured Soft Electronics.

Journal: Advanced healthcare materials

Status: data only, 1 dataset cited

[248] doi:10.3389/fncom.2026.1845003 [paper, data]

MsGCN: a multi-stream graph convolutional network for multiband PLV graph fusion in EEG-based biometric identification.

Journal: Frontiers in computational neuroscience

Status: data only, 1 dataset cited

[249] Code ↔ Paper doi:10.1162/opmi.a.358 [paper, repository]

Tracking Visual Statistical Learning with Steady-State Visual Evoked Potentials: Effects of Exemplar and Category Information.

Journal: Open mind : discoveries in cognitive science

Authors' code: OSF mhr6y (no license)

Status: code verified, 8 files readable, 3 matches

Tuesday, 16 June 2026 (5 papers)

[250] doi:10.1038/s41598-026-57069-1 [paper, data]

Explainable EEG-based machine learning for early diagnosis of Alzheimer's disease and frontotemporal dementia.

Journal: Scientific reports

Status: data only, 3 datasets cited

[251] Code ↔ Paper doi:10.1038/s41598-026-57714-9 [paper, repository]

Moderate electrical muscle stimulation during voluntary movement does not disrupt the sense of agency or ownership.

Journal: Scientific reports

Authors' code: Zenodo 18678186 (CC-BY-4.0)

Status: code verified, 1 file readable

[252] Code ↔ Paper doi:10.1038/s42003-026-10427-1 [paper, repository]

Phase-tuned modulation during reward expectancy in human anterior insular cortex.

Journal: Communications biology

Authors' code: figshare 30413173 (CC-BY-4.0)

Status: code verified, 9 files readable, 2 matches

[253] Code ↔ Paper doi:10.1162/nol.a.255 [paper, repository]

Lexical Representations of the Native and Second Languages During L2 Word Reading in Chinese-English Bilinguals.

Journal: Neurobiology of language (Cambridge, Mass.)

Authors' code: OSF uxhqp (no license)

Status: code verified, 37 files readable

[254] Code ↔ Paper doi:10.3389/fneur.2026.1791834 [paper, repository]

Minimum data requirements and automated preprocessing for reliable EEG biomarkers in Rett syndrome.

Journal: Frontiers in neurology

Authors' code: ytoh2000/Rett_MinimumTime (no license)

Status: code verified, 24 files readable, 9 matches

Monday, 15 June 2026 (4 papers)

[255] doi:10.1038/s41598-026-55673-9 [paper, data]

Patient-independent hybrid generative-discriminative modeling for seizure detection in long-term scalp EEG.

Journal: Scientific reports

Status: code on request, 1 dataset cited

[256] doi:10.3758/s13423-026-02911-w [paper, data]

This sounds important: Electrophysiological responses reveal a dedicated learning mechanism to process salient consonant sounds in human newborns.

Journal: Psychonomic bulletin & review

Status: data only, 1 dataset cited

[257] Code ↔ Paper doi:10.1162/imag.a.1269 [paper, repository]

From early to contemporary normative modeling: Mapping individual differences in neurophysiological signals.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: Zenodo 15441320 (GPL-3.0), ml4pnp/meganorm (GPL-3.0)

Status: code verified, 45 files readable, 8 matches

[258] Code ↔ Paper doi:10.3389/fpsyg.2026.1774068 [paper, repository]

Analysis of cognitive mechanisms in phoneme perception and pronunciation errors among Korean language learners.

Journal: Frontiers in psychology

Authors' code: Khalizo/Deep-Learning-Detection-Of-EEG-Based-Attention (no license)

Status: code verified, 41 files readable, 9 matches

Sunday, 14 June 2026 (1 paper)

[259] Code ↔ Paper doi:10.1038/s41598-026-57913-4 [paper, repository]

Explainable ensemble learning using SHAP for ERP anomaly detection.

Journal: Scientific reports

Authors' code: Zenodo 20609426 (CC-BY-4.0)

Status: code verified

Saturday, 13 June 2026 (2 papers)

[260] Code ↔ Paper doi:10.1038/s41398-026-04157-5 [paper, repository]

Association of glymphatic function with 40-Hz neural oscillations, systemic metabolic markers, and cognitive performance in healthy aging adults: An EEG and MRI study.

Journal: Translational psychiatry

Authors' code: HALFpipe/HALFpipe (GPL-3.0)

Status: code verified, 462 files readable, 1 match

[261] doi:10.1038/s41598-026-56416-6 [paper]

EEG blink and gaze control using random forest classification for accessible assistive robotic navigation in real world conditions.

Journal: Scientific reports

Status: code on request

Thursday, 11 June 2026 (4 papers)

[262] doi:10.1038/s41467-026-73997-y [paper, data]

Cortex-specific inversion of visual responses during sleep.

Journal: Nature communications

Status: data only, 2 datasets cited

[263] Code ↔ Paper doi:10.1371/journal.pone.0350140 [paper, repository]

Signal combination in flutter vibration perception.

Journal: PloS one

Authors' code: OSF m79d2 (no license)

Status: code verified, 5 files readable, 6 matches

[264] Code ↔ Paper doi:10.1016/j.mex.2026.104005 [paper, repository]

Meta-EEGs: A structured approach for processing high-volume EEG data.

Journal: MethodsX

Authors' code: misahub2023/META-EEG-CHBMIT-and-SIENA (no license)

Status: code verified, 5 files readable, 3 matches

[265] doi:10.3389/fnagi.2026.1789422 [paper, data]

Short-term neurovascular and electrophysiological responses to combined visual and vibration stimulation in older adults with mild cognitive impairment.

Journal: Frontiers in aging neuroscience

Status: data only, 2 datasets cited

Wednesday, 10 June 2026 (5 papers)

[266] Code ↔ Paper doi:10.1038/s41467-026-73967-4 [paper, repository]

Adaptive shifts in amygdala-hippocampal theta coupling govern aversive learning and extinction.

Journal: Nature communications

Authors' code: srbsonkusare/amygdala_hippocampal_dynamics_in_conditioning-extinction (no license)

Status: code verified, 2 files readable, 2 matches

[267] Code ↔ Paper doi:10.1038/s44220-026-00669-7 [paper, repository]

Deviations in effective connectivity explain different hallucination subtypes in Parkinson's disease psychosis.

Journal: Nature. Mental health

Authors' code: VMiri/visual-MMN-DCM- (no license), OSF umd89 (no license)

Status: code verified, 8 files readable, 6 matches

[268] Code ↔ Paper doi:10.1093/braincomms/fcag218 [paper, repository]

Magnetoencephalography biomarkers for assessing myelin content and neuronal function in acute optic neuritis.

Journal: Brain communications

Authors' code: y-bgx/optic-neuritis-meg-paper (no license)

Status: code verified, 5 files readable, 2 matches

[269] Code ↔ Paper doi:10.3390/s26123690 [paper, repository]

Electroencephalogram-Based Analysis of Monomodal and Multimodal Interaction in Mixed Reality Games.

Journal: Sensors (Basel, Switzerland)

Authors' code: spkit.github.io (no license)

Status: code verified

[270] doi:10.3389/fnhum.2026.1660402 [paper]

EEG-based emotion recognition using phase-space reconstruction with Poincaré sections: a study on the AMIGOS dataset.

Journal: Frontiers in human neuroscience

Status: code on request

Tuesday, 9 June 2026 (1 paper)

[271] doi:10.1073/pnas.2538139123 [paper, data]

Cognition does not automatically influence perception: Evidence from neural encoding of colors belonging to different categories.

Journal: Proceedings of the National Academy of Sciences of the United States of America

Status: data only, 2 datasets cited

Monday, 8 June 2026 (3 papers)

[272] doi:10.1038/s41597-026-07540-5 [paper, data]

A multimodal epilepsy dataset of paired 3-Tesla and 7-Tesla MRI and intracranial EEG.

Journal: Scientific data

Status: data only, 1 dataset cited

[273] Code ↔ Paper doi:10.1038/s41598-026-56070-y [paper, repository]

SSDLabeler: realistic semi-synthetic data generation for multi-label artifact classification in EEG.

Journal: Scientific reports

Authors' code: AkimaCon/SSDLabeler (CC-BY-SA-4.0)

Status: code verified, 17 files readable, 8 matches

[274] Code ↔ Paper doi:10.3390/e28060644 [paper, repository]

Riemannian Geometry for Noise-Robust Covariance Network Analysis of Schizophrenia EEG: Geometric-Entropic Signatures of Dysconnectivity.

Journal: Entropy (Basel, Switzerland)

Authors' code: kaggle.com/datasets/broach (no license)

Status: dead link

Saturday, 6 June 2026 (2 papers)

[275] doi:10.1016/j.dib.2026.112940 [paper, data]

BIDS-formatted resting-state and loudness dependence of auditory evoked potentials (LDAEP) EEG dataset from healthy women.

Journal: Data in brief

Status: data only, 1 dataset cited

[276] doi:10.3390/mi17060697 [paper]

Miniaturized Wearable System for Multimodal EEG/ECG/EMG Sensing and Real-Time Physiological Monitoring.

Journal: Micromachines

Status: code on request

Friday, 5 June 2026 (3 papers)

[277] doi:10.1162/imag.a.1265 [paper]

Neurophysiological mechanisms of optimized graphomotor performance in biscriptuals.

Journal: Imaging neuroscience (Cambridge, Mass.)

Status: code on request

[278] Code ↔ Paper doi:10.1162/imag.a.1249 [paper, repository]

Global search metaheuristics for neural mass model calibration.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: domdunstan/Global_NMM_parameter_inference (MIT)

Status: code verified, 12 files readable, 7 matches

[279] doi:10.3389/fnins.2026.1856135 [paper, data]

Enhancing seizure prediction using a DC-SA-EBiLSTM framework with self-attention mechanism.

Journal: Frontiers in neuroscience

Status: data only, 2 datasets cited

Thursday, 4 June 2026 (5 papers)

[280] Code ↔ Paper doi:10.1038/s41467-026-73878-4 [paper, repository]

Neural Response to Familiar Names Predicts Outcome of Comatose ICU Patients: A Prospective Observational Cohort Study.

Journal: Nature communications

Authors' code: OSF nr9aq (no license)

Status: code verified, 14 files readable, 6 matches

[281] doi:10.1038/s41598-026-55029-3 [paper, data]

Stimulus statistical context sensitivity of deviant responses to auditory intensity changes.

Journal: Scientific reports

Status: data only, 1 dataset cited

[282] doi:10.1038/s41598-026-53295-9 [paper, data]

EEG-based dynamic emotion recognition using multi-scale wavelet transform with a Spatio-Temporal neural network.

Journal: Scientific reports

Status: data only, 1 dataset cited

[283] doi:10.1038/s41598-026-54608-8 [paper, data]

Predicting depth of anaesthesia from single-channel EEG using a deep TCN-BiLSTM-attention model with EWMA.

Journal: Scientific reports

Status: data only, 2 datasets cited

[284] Code ↔ Paper doi:10.1162/imag.a.1245 [paper, repository]

Towards precision EEG connectomics: Evaluating the benefits of dense sampling.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: brayneuroimaginglab/bnl_open (no license)

Status: code verified, 160 files readable, 9 matches

Wednesday, 3 June 2026 (5 papers)

[285] Code ↔ Paper doi:10.1523/eneuro.0432-25.2026 [paper, repository]

Seize the Data: A User-Friendly GUI for High-Resolution Analysis of Seizure Dynamics in HD-MEA Recordings.

Journal: eNeuro

Authors' code: shorturl.at/vlegn (no license)

Status: code verified

[286] Code ↔ Paper doi:10.1038/s41598-026-53424-4 [paper, repository]

Cognitive control networks causally support implicit emotion regulation: evidence from dlPFC stimulation and directed functional connectivity.

Journal: Scientific reports

Authors' code: OSF vz43g (no license)

Status: code verified, 13 files readable, 16 matches

[287] Code ↔ Paper doi:10.1038/s42003-026-10354-1 [paper, repository]

REM sleep favors the restructuring of problem-related semantic associations.

Journal: Communications biology

Authors' code: OSF 2apgj (no license)

Status: code verified, 7 files readable, 1 match

[288] doi:10.1038/s41398-026-04107-1 [paper]

Abnormal left prefrontal N100 and its relationship with fronto-limbic metabolism in major depressive disorder.

Journal: Translational psychiatry

Status: code on request

[289] doi:10.7717/peerj.21220 [paper, data]

After-effects of parieto-occipital gamma transcranial alternating current stimulation on behavioral performance and neural activity in visuo-spatial attention task.

Journal: PeerJ

Status: data only, 1 dataset cited

Tuesday, 2 June 2026 (5 papers)

[290] Code ↔ Paper doi:10.1371/journal.pcbi.1014304 [paper, repository]

Linking reduced prefrontal microcircuit inhibition in schizophrenia to EEG biomarkers in silico.

Journal: PLoS computational biology

Authors' code: Zenodo 15645365 (CC-BY-4.0)

Status: code verified, 31 files readable, 7 matches

[291] Code ↔ Paper doi:10.1038/s41467-026-73916-1 [paper, repository]

Learned statistical regularity modulates anticipatory micro-saccades toward suppressed distractor locations.

Journal: Nature communications

Authors' code: OSF dfrpq (no license)

Status: code verified, 14 files readable, 8 matches

[292] doi:10.3390/s26113498 [paper, data]

Autonomic Signature-Driven Anesthesia Depth Monitoring with Biomimetic Wearable ECG and Knowledge Graph-Augmented Deep Networks.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

[293] Code ↔ Paper doi:10.1016/j.mex.2026.103986 [paper, repository]

A reproducible EEG-ERP methodology for assessing cognitive decline: integrating P300 latency and resting-state EEG frequency.

Journal: MethodsX

Authors' code: Zenodo 10614201 (CC-BY-4.0)

Status: empty repository

[294] Code ↔ Paper doi:10.3389/fncom.2026.1786996 [paper, repository]

Schumann-anchored golden ratio organization of human neural oscillations.

Journal: Frontiers in computational neuroscience

Authors' code: neurokinetikz/research (no license), neurokinetikz/schumann (CC-BY-4.0), Zenodo 18828203 (CC-BY-4.0), Zenodo 18728199 (CC-BY-4.0)

Status: code verified, 1,128 files readable, 15 matches

Monday, 1 June 2026 (16 papers)

[295] Code ↔ Paper doi:10.1002/brb3.71507 [paper, repository]

Anti-Seizure Medications Alter Functional and Effective Connectivity as Measured With Intracranial Electroencephalography.

Journal: Brain and behavior

Authors' code: sakkol/CCEP_ASM_connectivity (GPL-3.0)

Status: code verified, 26 files readable, 13 matches

[296] doi:10.1186/s12916-026-04940-7 [paper, data]

A novel and accurate EEG emotion classification model based on multiple attention local binary patterns.

Journal: BMC medicine

Status: data only, 1 dataset cited

[297] doi:10.1038/s41597-026-07476-w [paper, data]

EEG-Controlled Exoskeleton for Walking and Standing: A Longitudinal Multimodal Dataset of Healthy Individuals.

Journal: Scientific data

Status: data only, 2 datasets cited

[298] Code ↔ Paper doi:10.1038/s41598-026-50946-9 [paper, repository]

Fixation-related potentials reveal that confusing program code elicits a late frontal positivity.

Journal: Scientific reports

Authors' code: Zenodo 14229848 (CC-BY-4.0), brains-on-code/AoC-FRP-Code (CC-BY-4.0)

Status: code verified, 213 files readable, 5 matches

[299] doi:10.3390/s26113488 [paper]

Towards Interpretable Seizure Detection: An Excitation/Inhibition Dynamic Polynomial Network Framework for Electroencephalography.

Journal: Sensors (Basel, Switzerland)

Status: code on request

[300] Code ↔ Paper doi:10.1016/j.ibneur.2026.05.013 [paper, repository]

Anticipatory slow potentials before auditory feedback show posterior predominance but limited condition effects in speech-in-noise.

Journal: IBRO neuroscience reports

Authors' code: kokamoto46/analyze_spn (MIT)

Status: code verified, 9 files readable, 5 matches

[301] Code ↔ Paper doi:10.1016/j.isci.2026.116166 [paper, repository]

High-frequency EEG synchronization modes as a stable biometric signature in humans.

Journal: iScience

Authors' code: Zenodo 20109171 (CC-BY-4.0)

Status: code verified

[302] doi:10.1002/mpr.70088 [paper, data]

Explainable Temporal Deep Learning for EEG-Based Depression Detection Using Resting-State Brain Dynamics.

Journal: International journal of methods in psychiatric research

Status: data only, 2 datasets cited

[303] doi:10.1111/ejn.70576 [paper, data]

Enhanced Contour-Deviant Mismatch Negativity and Mnemonic Representations in Older Musicians.

Journal: The European journal of neuroscience

Status: data only, 1 dataset cited

[304] doi:10.3389/fnins.2026.1851006 [paper, data]

Domain-aware domain-class adaptation network for motor execution to motor imagery EEG classification.

Journal: Frontiers in neuroscience

Status: data only, 1 dataset cited

[305] doi:10.1111/ejn.70585 [paper, data]

The Effect of the Temporal Position of a Gap on Its Automatic Detection.

Journal: The European journal of neuroscience

Status: data only, 1 dataset cited

[306] Code ↔ Paper doi:10.1093/cercor/bhag077 [paper, repository]

The longitudinal development of intrinsic timescales in infancy and their relation to alpha brain rhythm.

Journal: Cerebral cortex (New York, N.Y. : 1991)

Authors' code: AnnaTruzzi/longitudinal_EEG_timescales (MIT)

Status: code verified, 18 files readable, 9 matches

[307] Code ↔ Paper doi:10.1111/psyp.70352 [paper, repository]

Preprocessing on the Go: Practices in Gait-Related Mobile EEG.

Journal: Psychophysiology

Authors' code: vaishalivinod/LitExtract (no license), neurogeriatricskiel/LitExtract (no license)

Status: code verified, 36 files readable, 9 matches

[308] Code ↔ Paper doi:10.1111/psyp.70345 [paper, repository]

sBOSC: A Method for Source-Level Identification of Neural Oscillations in Electromagnetic Brain Signals.

Journal: Psychophysiology

Authors' code: necog-UAM (no license)

Status: code verified

[309] doi: [paper, data]

Effect of Emotional States on EEG-Based Biometric Identification: A Comparative Study of Classifiers

Journal: Bioengineering (Basel, Switzerland)

Status: data only, 1 dataset cited

[310] doi: [paper, data]

Validation-Aware Retrospective EEG Treatment-Response Modelling Using Chaotic Pattern of Prime Numbers Features: Segment-Level Separability and Subject-Wise Generalisation

Journal: Bioengineering (Basel, Switzerland)

Status: code on request, 2 datasets cited

Saturday, 30 May 2026 (3 papers)

[311] Code ↔ Paper doi:10.1038/s41467-026-73553-8 [paper, repository]

Universal rhythmic architecture uncovers two modes of neural dynamics.

Journal: Nature communications

Authors' code: laaanchic/LAVI (MIT), laaanchic/WTPL (MIT), Zenodo 19581527 (MIT)

Status: code verified, 71 files readable, 9 matches

[312] doi:10.3390/biomimetics11060377 [paper, data]

PG-MCTFormer: A Prior-Guided Multi-Scale Convolutional Transformer for Interpretable Motor Imagery EEG Classification.

Journal: Biomimetics (Basel, Switzerland)

Status: data only, 1 dataset cited

[313] Code ↔ Paper doi: [paper, repository]

Self-Rectifying Integrate-and-Fire Neuron and Collaborative Trim Training Framework for SNN-Based EEG Motor Imagery Classification

Journal: Brain sciences

Authors' code: hdumm/SRIF-CT-SNN (no license)

Status: code verified, 9 files readable, 3 matches

Friday, 29 May 2026 (7 papers)

[314] Code ↔ Paper doi:10.1038/s41597-026-07350-9 [paper, repository]

An open multi-center MEG-EEG dataset for studying conscious visual perception.

Journal: Scientific data

Authors' code: cogitate-consortium/cogitate-experiment-code (MIT), cogitate-consortium/cogitate-msp1 (MIT)

Status: code verified, 266 files readable, 12 matches

[315] Code ↔ Paper doi:10.1038/s42003-026-10394-7 [paper, repository]

Cognitive load weakens neural speech tracking without altering response timing.

Journal: Communications biology

Authors' code: ruix6/cognitiveload_audio_analysis (no license), Zenodo 20161055 (CC-BY-4.0)

Status: code verified, 12 files readable, 8 matches

[316] Code ↔ Paper doi:10.1186/s12911-026-03591-1 [paper, repository]

Different pattern: a new EEG-based method for mental performance detection.

Journal: BMC medical informatics and decision making

Authors' code: mhmtbygn/Mental_Perfomance_Classification (MIT)

Status: code verified, 5 files readable, 6 matches

[317] Code ↔ Paper doi:10.1162/imag.a.1250 [paper, repository]

Dynamics-informed priors (DIP) for neural mass modelling.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: AlessiaCaccamo/Figures_DIP_DCM_25 (GPL-3.0), AlessiaCaccamo/DIP_DCM_25 (GPL-3.0)

Status: code verified, 104 files readable, 4 matches

[318] Code ↔ Paper doi:10.1162/imag.a.1258 [paper, repository]

Non-specific increase in alpha power during a neurofeedback session targeting its downregulation.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: OSF 6bn4v (no license)

Status: code verified, 21 files readable, 11 matches

[319] Code ↔ Paper doi:10.1162/imag.a.1259 [paper, repository]

Neuronal avalanches as a predictive biomarker for guiding tailored BCI training programs.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: CamiMannino/Neuronal-avalanches-as-a-predictive-biomarker-for-guiding-tailored-BCI-training-programs (no license)

Status: code verified, 10 files readable, 8 matches

[320] Code ↔ Paper doi:10.3389/fnsys.2026.1786396 [paper, repository]

Circuit dynamics of binocular conflict in mouse primary visual cortex.

Journal: Frontiers in systems neuroscience

Authors' code: danielmontgomery7/suppression-analysis-code (MIT)

Status: code verified, 127 files readable, 8 matches

Thursday, 28 May 2026 (4 papers)

[321] doi:10.1038/s41598-026-50857-9 [paper, data]

EEG-based stress classification using time-domain features and segmentation techniques.

Journal: Scientific reports

Status: data only, 1 dataset cited

[322] Code ↔ Paper doi:10.1038/s41598-026-55371-6 [paper, repository]

Decoding selective auditory attention to musical elements in ecologically valid music listening.

Journal: Scientific reports

Authors' code: JURIUENO11/Music_attention (no license)

Status: code verified, 24 files readable

[323] doi:10.3390/s26113410 [paper, data]

An Arduino-Based, Portable Prototype for the Recording and Analysis of EEG Signals to Support Self-Detection and Self-Monitoring of Stress.

Journal: Sensors (Basel, Switzerland)

Status: data only, 2 datasets cited

[324] Code ↔ Paper doi:10.1016/j.ibneur.2026.05.011 [paper, repository]

Exploring the mechanisms of biofield therapy through joint electrophysiological recordings in humans and mice.

Journal: IBRO neuroscience reports

Authors' code: OSF n2gwj (no license), arnodelorme/simple_coherence (no license)

Status: code verified, 1 file readable

Wednesday, 27 May 2026 (3 papers)

[325] doi:10.3758/s13415-026-01453-x [paper, data]

Influence of acculturation on the ERP correlates of self- and other-referencing.

Journal: Cognitive, affective & behavioral neuroscience

Status: code on request, 1 dataset cited

[326] doi:10.1162/imag.a.1255 [paper, data]

Beta bursts spatiotemporal profiles and their links to hemodynamic responses during movement and rest.

Journal: Imaging neuroscience (Cambridge, Mass.)

Status: code on request, 1 dataset cited

[327] doi:10.3390/e28060599 [paper, data]

Large-Scale Synchronization Dynamics During Epileptic Seizures: A Patient-Independent EEG Network Analysis.

Journal: Entropy (Basel, Switzerland)

Status: data only, 2 datasets cited

Tuesday, 26 May 2026 (7 papers)

[328] Code ↔ Paper doi:10.7554/elife.100056 [paper, repository]

Multi-talker speech comprehension at different temporal scales in listeners with normal and impaired hearing.

Journal: eLife

Authors' code: OSF fjv5n (no license)

Status: code verified, 9 files readable, 2 matches

[329] doi:10.1371/journal.pone.0348608 [paper, data]

A novel approach for the EEG-driven assessment of divided attention through mutual information theory: A case study at the wheel.

Journal: PloS one

Status: data only, 1 dataset cited

[330] doi:10.1016/j.xcrm.2026.102832 [paper]

CSNK2B gene replacement rescues autism-related phenotypes and establishes translational EEG biomarkers.

Journal: Cell reports. Medicine

Status: code on request

[331] Code ↔ Paper doi:10.1038/s41598-026-54552-7 [paper, repository]

EEG-based biomarker for the identification of mild cognitive impairment via coherency analysis and iterative dynamic time warping.

Journal: Scientific reports

Authors' code: minho17/EEG_IDTW (no license)

Status: code verified, 3 files readable

[332] Code ↔ Paper doi:10.3389/fnins.2026.1821657 [paper, repository]

Physiological determinants of cortical P100 responses in pattern visual evoked potentials: a scoping review.

Journal: Frontiers in neuroscience

Authors' code: OSF kcvbx (no license)

Status: empty repository

[333] Code ↔ Paper doi:10.1093/sleepadvances/zpag051 [paper, repository]

What matters beyond model choice for wearable sleep staging? How personalization, evaluation choices, and easy-to-classify wake impact performance.

Journal: Sleep advances : a journal of the Sleep Research Society

Authors' code: arcascope/pisces2 (MIT)

Status: code verified, 91 files readable, 4 matches

[334] Code ↔ Paper doi:10.1186/s13634-026-01330-2 [paper, repository]

Leednet: a lightweight network for event detection in EEG signals.

Journal: Journal on advances in signal processing

Authors' code: dll-ncai/LEEDNet_EEG_Event_Detection (no license)

Status: code verified, 46 files readable, 7 matches

Monday, 25 May 2026 (8 papers)

[335] Code ↔ Paper doi:10.1038/s41598-026-43151-1 [paper, repository]

Stabilizing fractional dynamical networks suppresses epileptic seizures.

Journal: Scientific reports

Authors' code: Yaoyuewang/fractional-control-epilepsy (MIT)

Status: code verified, 13 files readable, 2 matches

[336] Code ↔ Paper doi:10.1038/s41398-026-04132-0 [paper, repository]

Early Trajectories of Resting-State EEG power in autistic children: a longitudinal study across language profiles.

Journal: Translational psychiatry

Authors' code: NoCe-Lab/rsEEG_ASD (no license)

Status: code verified, 1 file readable, 2 matches

[337] Code ↔ Paper doi:10.1038/s41467-026-73053-9 [paper, repository]

Thalamo-cortical synchrony shapes seizure expression in human temporal lobe epilepsy.

Journal: Nature communications

Authors' code: silencer1127.github.io/software (no license)

Status: dead link

[338] Code ↔ Paper doi:10.1038/s41598-026-47785-z [paper, repository]

Modulations of the P3b effect as a function of bilingual language experience.

Journal: Scientific reports

Authors' code: OSF 3aczu (no license)

Status: code verified, 21 files readable, 18 matches

[339] Code ↔ Paper doi:10.1038/s41746-026-02778-0 [paper, repository]

Trust-gated synthetic EEG augmentation reduces performance drops when generalizing to new patients.

Journal: NPJ digital medicine

Authors' code: danielchoi0315/TGA-repo (MIT)

Status: code verified, 54 files readable, 15 matches

[340] Code ↔ Paper doi:10.1038/s41598-026-54785-6 [paper, repository]

Lightweight deep learning model for nonconvulsive status epilepticus diagnosis using EEG time-frequency analysis.

Journal: Scientific reports

Authors' code: xD-HAHA/NCSE (no license)

Status: code verified, 2 files readable, 3 matches

[341] Code ↔ Paper doi:10.1038/s41593-026-02314-z [paper, repository]

Low-dimensional population dynamics in the brainstem gate REM sleep.

Journal: Nature neuroscience

Authors' code: tortugar/Lab (no license), tortugar/Npx (MIT)

Status: code verified, 37 files readable, 17 matches

[342] doi:10.1186/s40708-026-00308-y [paper, data]

Generative diffusion meets domain adaptation: a framework for EEG cross-subject motor imagery classification.

Journal: Brain informatics

Status: data only, 1 dataset cited

Sunday, 24 May 2026 (1 paper)

[343] Code ↔ Paper doi:10.1038/s42003-026-10265-1 [paper, repository]

The shape of attention reflects flexible filtering of natural speech modulations.

Journal: Communications biology

Authors' code: Zenodo 19830754 (CC-BY-4.0), mphuet/matgaborstm (no license)

Status: code verified, 24 files readable, 3 matches

Saturday, 23 May 2026 (3 papers)

[344] Code ↔ Paper doi:10.1016/j.nicl.2026.104011 [paper, repository]

Altered temporal organization of neural response dynamics during attention processing differentiates ADHD subtypes in children.

Journal: NeuroImage. Clinical

Authors' code: ChenWQpublish/ADHD_EEG (no license)

Status: code verified, 16 files readable, 2 matches

[345] Code ↔ Paper doi:10.1016/j.ohx.2026.e00797 [paper, repository]

Development of an automated REM sleep deprivation device for mice in neuroscience research.

Journal: HardwareX

Authors' code: OSF r3u5g (no license)

Status: code verified

[346] doi:10.3390/s26113310 [paper, data]

A Robust Multi-Branch CNN-LSTM Architecture for Cross-Subject Motor Imagery Classification.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

Friday, 22 May 2026 (4 papers)

[347] Code ↔ Paper doi:10.1523/eneuro.0316-25.2026 [paper, repository]

Neural Mechanisms of Self-Generated Action Sequences.

Journal: eNeuro

Authors' code: OSF c9yek (no license)

Status: code verified, 10 files readable, 2 matches

[348] Code ↔ Paper doi:10.1186/s42234-026-00207-x [paper, repository]

A novel, wearable, in-ear EEG technology to assess sleep and daytime sleepiness.

Journal: Bioelectronic medicine

Authors' code: nextsense-io (no license)

Status: code verified

[349] Code ↔ Paper doi:10.1007/s10548-026-01210-w [paper, repository]

Resting-State Theta and Alpha Oscillations in Amputation and Phantom Limb Pain: A Pre-Registered High-Density EEG Study.

Journal: Brain topography

Authors' code: Zenodo 17977343 (CC-BY-4.0)

Status: code verified, 11 files readable, 11 matches

[350] doi:10.1016/j.cnp.2026.05.003 [paper, data]

Prolonged P3 latency predicts clinical response to repetitive transcranial magnetic stimulation in tinnitus.

Journal: Clinical neurophysiology practice

Status: data only, 1 dataset cited

Thursday, 21 May 2026 (4 papers)

[351] Code ↔ Paper doi:10.1038/s42003-026-10205-z [paper, repository]

Source-space EEG alpha activity reveals brain age gaps due to neurodegeneration and disparity.

Journal: Communications biology

Authors' code: CompNeuroLabUSS/Alpha_Brain_Clocks (no license)

Status: code verified, 2 files readable, 1 match

[352] Code ↔ Paper doi:10.1038/s41597-026-07421-x [paper, repository]

The Brain Imaging and Neurophysiology Dataset of large-scale multimodal neural data.

Journal: Scientific data

Authors' code: bdsp-core/BigBrainImagingDatabase (CC-BY-NC-4.0)

Status: code verified, 5 files readable, 4 matches

[353] Code ↔ Paper doi:10.3390/s26103274 [paper, repository]

An EEG-Based Edge-AI Framework for Alzheimer's and Creutzfeldt-Jakob Disease Classification.

Journal: Sensors (Basel, Switzerland)

Authors' code: ai-lab-unirc/fair-nael-database (no license)

Status: code verified, 4 files readable, 3 matches

[354] doi:10.3389/fnhum.2026.1807535 [paper, data]

The ASME-speller: 30-class auditory brain-computer interface speller using stream segregation and the QWERTY layout.

Journal: Frontiers in human neuroscience

Status: data only, 1 dataset cited

Wednesday, 20 May 2026 (7 papers)

[355] Code ↔ Paper doi:10.1088/1741-2552/ae4d8c [paper, repository]

Interpretable EEG biomarkers for neurological disease models in mice using bag-of-waves classifiers.

Journal: Journal of neural engineering

Authors' code: ajbrockmeier/bowaves-mice-genotyping (no license)

Status: code verified, 14 files readable, 7 matches

[356] Code ↔ Paper doi:10.1371/journal.pcbi.1014302 [paper, repository]

Trial-level sequence modeling reveals hidden dynamics of dual-task interference.

Journal: PLoS computational biology

Authors' code: rickdott/prp (no license)

Status: code verified, 35 files readable, 6 matches

[357] doi:10.1038/s41597-026-07456-0 [paper, data]

A multimodal dataset for emotional transition analysis in virtual reality.

Journal: Scientific data

Status: data only, 1 dataset cited

[358] Code ↔ Paper doi:10.1038/s41598-026-52330-z [paper, repository]

SHAP analysis of an improved EEG-based mental workload classification framework: utilizing data augmentation and explainable AI.

Journal: Scientific reports

Authors' code: 213112003/EEG-Based-Mental-Workload-Classification (no license)

Status: code verified, 3 files readable, 6 matches

[359] Code ↔ Paper doi:10.1016/j.isci.2026.116043 [paper, repository]

Trial-by-trial covariation of pupil dilation, microsaccades, and visual evoked potentials during saliency processing.

Journal: iScience

Authors' code: OSF 9fkm7 (no license)

Status: code verified, 24 files readable, 5 matches

[360] doi:10.1016/j.ynirp.2026.100356 [paper, data]

Combining EEG signals from the 2 members of a team to improve event identification.

Journal: Neuroimage. Reports

Status: data only, 1 dataset cited

[361] Code ↔ Paper doi:10.3389/fninf.2026.1823408 [paper, repository]

Long-range correlations in alpha-band of electroencephalogram: a nonlinear embedding and detrended fluctuation analysis.

Journal: Frontiers in neuroinformatics

Authors' code: NeuralLabIITGuwahati/LRTC_MusicEEG (GPL-3.0)

Status: code verified, 2 files readable

Tuesday, 19 May 2026 (6 papers)

[362] Code ↔ Paper doi:10.1038/s41467-026-73106-z [paper, repository]

Respiratory pauses highlight sleep architecture in mice.

Journal: Nature communications

Authors' code: buzsakilab/buzcode (GPL-3.0), RouxLaboratory/Casali_2026 (MIT)

Status: code verified, 2,067 files readable, 23 matches

[363] doi:10.3390/brainsci16050533 [paper, data]

Sparse Multivariate Analysis Reveals Dissociable White Matter Networks for Cognitive and Motor Processing Speed.

Journal: Brain sciences

Status: data only, 1 dataset cited

[364] doi:10.3390/bioengineering13050578 [paper, data]

EEG-ShuffleFormer: A Multi-View Hybrid Network Integrating Time-Frequency and Raw Signal Representations for Few-Channel Motor Imagery EEG Classification.

Journal: Bioengineering (Basel, Switzerland)

Status: data only, 1 dataset cited

[365] doi:10.3390/s26103212 [paper, data]

Imagined Speech Brain-Computer Interface: A Task-Oriented Review of Neural Decoding.

Journal: Sensors (Basel, Switzerland)

Status: data only, 2 datasets cited

[366] Code ↔ Paper doi:10.3390/s26103217 [paper, repository]

A Supervised Contrastive Variational Autoencoder with Probabilistic Latent Alignment for Cross-Domain EEG Emotion Recognition.

Journal: Sensors (Basel, Switzerland)

Authors' code: braverSheep/SCVAE-Net (no license)

Status: code verified, 21 files readable, 1 match

[367] Code ↔ Paper doi:10.1016/j.mex.2026.103964 [paper, repository]

The experiment of the Mozart effect revisited: Modulations of the functional network according to EEG correlations.

Journal: MethodsX

Authors' code: Kanb7y/MethodsX_DulceMariaGuerreroTanori (CC-BY-NC-4.0)

Status: code verified, 4 files readable, 2 matches

Monday, 18 May 2026 (3 papers)

[368] Code ↔ Paper doi:10.1038/s42003-026-10262-4 [paper, repository]

Brain-wide information flow dynamics during novel visual processing in humans.

Journal: Communications biology

Authors' code: Zenodo 19643440 (CC-BY-4.0)

Status: code verified, 22 files readable, 5 matches

[369] doi:10.1093/nc/niag019 [paper, data]

Decoding hypnotic consciousness: neural and experiential insights into induced and ideomotor suggestions.

Journal: Neuroscience of consciousness

Status: data only, 1 dataset cited

[370] doi:10.1007/s11571-026-10464-w [paper, data]

The AHEPA EEG benchmark: setting the standard for machine learning in dementia diagnosis, a scoping review.

Journal: Cognitive neurodynamics

Status: data only, 2 datasets cited

Sunday, 17 May 2026 (1 paper)

[371] doi:10.1002/ana.78251 [paper]

Continuous Versus Short EEG After Ischemic Stroke: What cEEG Adds for Detecting Abnormalities and Predicting Post-Stroke Epilepsy.

Journal: Annals of neurology

Status: code on request

Saturday, 16 May 2026 (3 papers)

[372] Code ↔ Paper doi:10.1038/s41598-026-50997-y [paper, repository]

Comprehensive benchmarking and explainable machine learning analysis of EEG imagery activity recognition.

Journal: Scientific reports

Authors' code: kaggle.com/code/gcdatkin (no license)

Status: dead link

[373] doi:10.1186/s40359-026-04717-w [paper]

Target detection enhances relational processing of background items: evidence from associative recognition paradigms and EEG.

Journal: BMC psychology

Status: code on request

[374] doi:10.1016/j.dcn.2026.101741 [paper, data]

Pediatric resting EEG collection, preprocessing, and analysis: A systematic review.

Journal: Developmental cognitive neuroscience

Status: data only, 1 dataset cited

Friday, 15 May 2026 (8 papers)

[375] Code ↔ Paper doi:10.1371/journal.pone.0346695 [paper, repository]

Age and language experience modulate predictive processing in the visual modality.

Journal: PloS one

Authors' code: evie1706/SL_age (CC-BY-4.0)

Status: empty repository, 2 files readable

[376] Code ↔ Paper doi:10.1038/s41398-026-04098-z [paper, repository]

Neural imbalance between feedback sensitivity and motor inhibition in compulsivity and negative urgency.

Journal: Translational psychiatry

Authors' code: OSF qb4jp (no license)

Status: code verified, 24 files readable, 6 matches

[377] Code ↔ Paper doi:10.1038/s41537-026-00761-y [paper, repository]

The role of fear learning in the development of psychosis: an EEG study utilizing a differential fear conditioning paradigm in people with psychotic vulnerability.

Journal: Schizophrenia (Heidelberg, Germany)

Authors' code: OSF fj9cg (no license)

Status: code verified, 5 files readable, 3 matches

[378] Code ↔ Paper doi:10.1038/s41398-026-04079-2 [paper, repository]

Neural Responses to Affective Sentences Reveal Signatures of Depression.

Journal: Translational psychiatry

Authors' code: Uncertain-Quark/eeg_depression_classification_tpsych (no license)

Status: code verified, 17 files readable

[379] Code ↔ Paper doi:10.1038/s41598-026-49471-6 [paper, repository]

Canonical coherence for the estimation of within- and cross-frequency cortico-kinematic interactions.

Journal: Scientific reports

Authors' code: CarmenVidaurre/cacoh (no license)

Status: code verified, 3 files readable, 2 matches

[380] Code ↔ Paper doi:10.1038/s41598-026-46149-x [paper, repository]

Dynamic neural representations of scene beauty are relatively unaffected by stimulus timing and task.

Journal: Scientific reports

Authors' code: OSF fj6sq (no license)

Status: code verified, 6 files readable, 1 match

[381] Code ↔ Paper doi:10.1186/s12915-026-02630-7 [paper, repository]

Phasic modulation of attentional rhythmic sampling according to task demands.

Journal: BMC biology

Authors' code: perevo/attentiondynamicsKQ (no license)

Status: code verified, 2 files readable, 3 matches

[382] Code ↔ Paper doi:10.64898/2026.05.08.26348885 [paper, repository]

Insights from nine nights of self-applied, low-density sleep EEG during sleep restriction therapy: a proof-of-concept evaluation

Journal: medRxiv (preprint)

Authors' code: emstanyer/The-RESTORE-Study (CC-BY-4.0)

Status: code verified, 16 files readable, 7 matches

Thursday, 14 May 2026 (2 papers)

[383] Code ↔ Paper doi:10.7554/elife.103566 [paper, repository]

Effort produces after-effects costly for others but valued for self.

Journal: eLife

Authors' code: OSF bvpa2 (no license)

Status: code verified, 3 files readable, 1 match

[384] doi:10.1155/da/2699511 [paper, data]

Fear Generalization in Adolescent Anxiety Disorders: A MEG Study.

Journal: Depression and anxiety

Status: data only, 1 dataset cited

Wednesday, 13 May 2026 (4 papers)

[385] doi:10.1007/s00737-026-01707-0 [paper, data]

Maternal depression symptoms as a context for longitudinal changes in the perinatal brain and infant emotion outcomes.

Journal: Archives of women's mental health

Status: data only, 1 dataset cited

[386] Code ↔ Paper doi:10.1371/journal.pcbi.1013463 [paper, repository]

A multi-frequency whole-brain neural mass model with homeostatic feedback inhibition.

Journal: PLoS computational biology

Authors' code: carlosmig/EEG-Dementias (no license), Zenodo 18841259 (CC-BY-4.0)

Status: code verified, 23 files readable, 17 matches

[387] doi:10.1016/j.neuroimage.2026.122002 [paper]

EEG-based clustering shows distinct separation of chronic pain patients before spinal cord stimulation surgery.

Journal: NeuroImage

Status: code on request

[388] Code ↔ Paper doi:10.1162/imag.a.1229 [paper, repository]

40 Hz audiovisual stimulation improves sustained attention and related brain oscillations.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: singerlabgt/FlickerEEGAttention_HealthyAdults_Manuscript (no license)

Status: code verified, 869 files readable, 13 matches

Tuesday, 12 May 2026 (9 papers)

[389] Code ↔ Paper doi:10.3758/s13415-026-01450-0 [paper, repository]

Attentional processing in individual anxiety: Electrocortical correlates of threat- and safety-related declarative memory formation.

Journal: Cognitive, affective & behavioral neuroscience

Authors' code: OSF 83zbx (no license)

Status: code verified, 1 file readable, 1 match

[390] Code ↔ Paper doi:10.1088/1741-2552/ae5f4b [paper, repository]

logLIRA: a method for reliable suppression of electrical stimulation artifacts enabling short-latency neural response recovery.

Journal: Journal of neural engineering

Authors' code: barbaLab/logLIRA (no license), barbaLab/logLIRA-benchmark (no license)

Status: code verified, 45 files readable, 7 matches

[391] doi:10.1007/s10548-026-01214-6 [paper, data]

Operational Transformer: An investigation of epilepsy detection.

Journal: Brain topography

Status: data only, 1 dataset cited

[392] Code ↔ Paper doi:10.7554/elife.107081 [paper, repository]

Cortical motor activity modulates respiration and reduces apnoea in neonates.

Journal: eLife

Authors' code: paediatric_neuroimaging/cortico_respiratory_coupling (GPL-3.0), paediatric_neuroimaging/identify_ibi_from_ip (no license)

Status: code verified, 32 files readable, 15 matches

[393] Code ↔ Paper doi:10.1016/j.ebiom.2026.106287 [paper, repository]

Thalamic interictal epileptic and non-epileptic events during NREM sleep in patients with focal epilepsy: a Stereo-EEG study.

Journal: EBioMedicine

Authors' code: Lab-Frauscher/Thalamus_Interictal (MIT)

Status: code verified, 7 files readable

[394] Code ↔ Paper doi:10.1038/s41597-026-07077-7 [paper, repository]

Everyday Activity Science and Engineering Table Setting Dataset.

Journal: Scientific data

Authors' code: gitlab.csl.uni-bremen.de/ease-public (no license), cognitive-systems-lab/easelan (MIT), gitlab.csl.uni-bremen.de/ease-public/tsd-one (no license), gitlab.csl.uni-bremen.de/ease-public/g.nautilus-driver (no license), gitlab.csl.uni-bremen.de/ease-public/lsl-tools (no license), gitlab.csl.uni-bremen.de/ease-public/labc (no license)

Status: code verified, 217 files readable, 9 matches

[395] doi:10.1038/s41598-026-52750-x [paper, data]

NeuroNetFusion: enhanced EEG abnormality classification via multi-network TF-IDF feature selection.

Journal: Scientific reports

Status: data only, 1 dataset cited

[396] Code ↔ Paper doi:10.3390/s26103065 [paper, repository]

Subject-Wise Depression Screening from Eight-Channel Resting-State EEG Using Asymmetry-Aware Spectral Features and Connectivity Ablation.

Journal: Sensors (Basel, Switzerland)

Authors' code: ugail/EEG_Based_Depression_Screening (no license)

Status: code verified, 2 files readable, 10 matches

[397] Code ↔ Paper doi:10.3389/fnhum.2026.1791453 [paper, repository]

Differential role of beta band activity in a dual-task working memory paradigm under internally vs. externally directed cognition.

Journal: Frontiers in human neuroscience

Authors' code: drive.google.com/drive/u (no license)

Status: code verified

Monday, 11 May 2026 (7 papers)

[398] Code ↔ Paper doi:10.1523/eneuro.0032-26.2026 [paper, repository]

Deep Learning Discriminates Seizures from Normal Brain Oscillations in the Electroencephalogram of a Rat Model of Post-traumatic Epilepsy.

Journal: eNeuro

Authors' code: dbarth-tech/ML-seizures (no license)

Status: code verified, 6 files readable

[399] doi:10.7554/elife.106050 [paper, data]

Cross-modal interaction of human alpha activity does not reflect inhibition of early sensory processing in a frequency-tagging study using EEG and MEG.

Journal: eLife

Status: data only, 2 datasets cited

[400] doi:10.1007/s00221-026-07304-y [paper, data]

Anxiety disorders alter cognitive-motor integration during visuomotor adaptation and retention.

Journal: Experimental brain research

Status: data only, 1 dataset cited

[401] Code ↔ Paper doi:10.1152/jn.00288.2025 [paper, repository]

The contribution of the koniocellular visual pathway to aversive learning in human visual cortex.

Journal: Journal of neurophysiology

Authors' code: OSF yue78 (no license)

Status: code verified, 4 files readable

[402] Code ↔ Paper doi:10.3758/s13428-026-03034-9 [paper, repository]

Advantages and artifacts of high-speed OLED monitors for vision, eye-tracking, and EEG research.

Journal: Behavior research methods

Authors' code: richardschweitzer/OnlineSaccadeDetection (GPL-3.0), OSF 8h4fg (no license)

Status: code verified, 19 files readable, 18 matches

[403] doi:10.1186/s13040-026-00560-2 [paper, data]

Adaptive drift-aware multi-stage deep learning framework for EEG-based schizophrenia diagnosis.

Journal: BioData mining

Status: data only, 1 dataset cited

[404] Code ↔ Paper doi:10.1007/s12671-026-02850-6 [paper, repository]

Meditation-Specific Neural Predictors of State Mindfulness During Eyes Open Meditation.

Journal: Mindfulness

Authors' code: OSF uv9yn (no license)

Status: code verified, 10 files readable

Saturday, 9 May 2026 (4 papers)

[405] Code ↔ Paper doi:10.1038/s41598-026-50974-5 [paper, repository]

Temporal kinetics of brain state effects on visual perception.

Journal: Scientific reports

Authors' code: SDuerschmid/Temporal-Kinetics-of-MindWandering (no license)

Status: code verified, 6 files readable

[406] Code ↔ Paper doi:10.1038/s42003-026-10229-5 [paper, repository]

The neurocomputational mechanisms underlying the impact of social comparison on effort investment.

Journal: Communications biology

Authors' code: OSF vpr9e (no license)

Status: code verified, 1 file readable

[407] Code ↔ Paper doi:10.1038/s41598-026-52434-6 [paper, repository]

Alpha oscillatory activity reveals focused-attentional disparity between cochlear implant users and normal hearing listeners.

Journal: Scientific reports

Authors' code: brllant (no license)

Status: code verified

[408] Code ↔ Paper doi:10.1186/s12974-026-03853-9 [paper, repository]

Mechanistically informed circulating biomarkers are associated with acquired epilepsy after neonatal brain injury.

Journal: Journal of neuroinflammation

Authors' code: aln142/NSR-RISE (no license)

Status: code verified, 1 file readable, 4 matches

Friday, 8 May 2026 (3 papers)

[409] Code ↔ Paper doi:10.1002/ana.78203 [paper, repository]

AI-Driven Mapping of Seizure Spread Patterns.

Journal: Annals of neurology

Authors' code: andrewyrevell/revellLab (no license), andyrevell/revellLab (no license)

Status: code verified, 398 files readable, 7 matches

[410] Code ↔ Paper doi:10.1186/s11689-026-09706-z [paper, repository]

Neural oscillatory dynamics reveal altered top-down and integrative mechanisms during face processing in autistic children and unaffected siblings of autistic children.

Journal: Journal of neurodevelopmental disorders

Authors' code: tvanneau/SFARI-FAST (no license)

Status: code verified, 5 files readable, 3 matches

[411] Code ↔ Paper doi:10.3389/fnhum.2026.1692628 [paper, repository]

The effects of vocal emotions and emotional context on the neural tracking of speech envelopes and listeners' vigilance states.

Journal: Frontiers in human neuroscience

Authors' code: OSF j89bw (no license)

Status: code verified

Thursday, 7 May 2026 (3 papers)

[412] doi:10.1136/bmjopen-2026-117391 [paper]

Prospective multi-phase observational study evaluating local field potentials to guide deep brain stimulation programming in dystonia at a UK Tertiary Neurosciences Centre (LFP-DYT): a protocol.

Journal: BMJ open

Status: code on request

[413] doi:10.1038/s41598-026-40739-5 [paper, data]

Cerebro Wave Bee transformer to leverage EEG based hand movement classification using optimized bio-inspired learning rates.

Journal: Scientific reports

Status: data only, 1 dataset cited

[414] doi:10.1016/j.dib.2026.112822 [paper, data]

Human experience in regulated offices (HERO) dataset: Synchronized multimodal physiological, environmental, perceptual, and video-derived measurements across structured office activities in a controlled indoor setting.

Journal: Data in brief

Status: data only, 1 dataset cited

Wednesday, 6 May 2026 (4 papers)

[415] Code ↔ Paper doi:10.1002/mds.70348 [paper, repository]

Electroencephalography-Based Clustering Reveals Robust Neurophysiological Subtypes in Parkinson's Disease.

Journal: Movement disorders : official journal of the Movement Disorder Society

Authors' code: ronmon1994/eeg-preprocessing-toolkit (no license), danielvered/eeg-based-pd-subtyping (MIT)

Status: code verified, 20 files readable, 14 matches

[416] doi:10.1038/s41598-026-51635-3 [paper]

Adaptive multimodal learning for driver cognitive state monitoring using transformer-based fusion with personalized meta-learning and federated optimization.

Journal: Scientific reports

Status: code on request

[417] doi:10.3758/s13415-026-01446-w [paper]

People, places, and things: The impact of scene animacy on emotional modulation of the early posterior negativity.

Journal: Cognitive, affective & behavioral neuroscience

Status: code on request

[418] doi:10.1038/s41598-026-48670-5 [paper, data]

EEG-based harmful brain activity classification using deep learning and feature fusion.

Journal: Scientific reports

Status: data only, 1 dataset cited

Tuesday, 5 May 2026 (1 paper)

[419] Code ↔ Paper doi:10.1038/s41597-026-07356-3 [paper, repository]

A dataset of EEG and ECG recordings around the onset of NREM sleep from infancy to adolescence.

Journal: Scientific data

Authors' code: nstevensonUH/EEG_release_supporting_code (MIT), sccn.ucsd.edu/eeglab/index.php (no license)

Status: code verified, 35 files readable, 9 matches

Monday, 4 May 2026 (5 papers)

[420] doi:10.1186/s12915-026-02609-4 [paper, data]

Saccade-synchronized alpha rhythms predict strength of memory trace of stimulus orientation.

Journal: BMC biology

Status: data only, 1 dataset cited

[421] Code ↔ Paper doi:10.1371/journal.pbio.3003779 [paper, repository]

Past and present goals are represented concurrently during visual search.

Journal: PLoS biology

Authors' code: OSF ry683 (no license)

Status: empty repository

[422] Code ↔ Paper doi:10.2196/80286 [paper, repository]

At-Home Sleep Electroencephalography Assessment in Young and Older Adults Using a Novel Wireless Soft Electronics Sleep Monitoring System: Experimental Study.

Journal: JMIR formative research

Authors' code: OSF gjcyu (no license)

Status: code verified, 20 files readable, 5 matches

[423] Code ↔ Paper doi:10.1038/s42003-026-10164-5 [paper, repository]

The influence of nonlinear resonance on human cortical oscillations.

Journal: Communications biology

Authors' code: rigelfalcon/BiSCA (GPL-3.0), Zenodo 19643376 (GPL-3.0)

Status: code verified, 472 files readable, 5 matches

[424] Code ↔ Paper doi:10.1162/imag.a.1228 [paper, repository]

A unique neural signature of long-term memory encoding from EEG inter-electrode correlation.

Journal: Imaging neuroscience (Cambridge, Mass.)

Authors' code: OSF 8kz4d (no license)

Status: code verified, 14 files readable, 2 matches

Saturday, 2 May 2026 (3 papers)

[425] Code ↔ Paper doi:10.1038/s41540-026-00730-2 [paper, repository]

Sometimes extracellular recordings fail for good reasons.

Journal: NPJ systems biology and applications

Authors' code: Zenodo 18198916 (CC-BY-4.0)

Status: code verified, 41 files readable, 12 matches

[426] Code ↔ Paper doi:10.1038/s41398-026-04055-w [paper, repository]

Diminished variability of alpha and beta band-limited power as a neural signature in schizophrenia.

Journal: Translational psychiatry

Authors' code: samuelracz/schizophrenia_BLP_dynamics (no license)

Status: code verified, 46 files readable, 12 matches

[427] doi:10.1038/s41598-026-50003-5 [paper, data]

Federated learning-enabled privacy-preserving framework for seizure forecasting and affective state analysis using multi-modal EEG-ECG data.

Journal: Scientific reports

Status: data only, 2 datasets cited

Friday, 1 May 2026 (9 papers)

[428] Code ↔ Paper doi:10.1093/bioinformatics/btag169 [paper, repository]

Bidirectional Mamba-2 boosts EEG super-resolution via regression and diffusion.

Journal: Bioinformatics (Oxford, England)

Authors' code: UgoLomoio/DiBiMa-EEGSR (MIT), huggingface.co/ugo96/dibima-eegsr (MIT), huggingface.co/spaces/ugo96/dibima-eegsr-demo (MIT)

Status: code verified, 30 files readable, 18 matches

[429] Code ↔ Paper doi:10.1111/ejn.70521 [paper, repository]

Multivariate Pattern Analysis Identifies Potential Intertrial Resting-State EEG Biomarkers in Fibromyalgia.

Journal: The European journal of neuroscience

Authors' code: dinosoldic/eeg-preproc-erp (MIT)

Status: code verified, 9 files readable, 2 matches

[430] Code ↔ Paper doi:10.1111/psyp.70306 [paper, repository]

From Feedback-Learning to Semantic Memory: Can Feedback-Related Brain Activity Predict Object-Word Associations?

Journal: Psychophysiology

Authors' code: OSF s36y2 (no license)

Status: code verified, 41 files readable, 7 matches

[431] Code ↔ Paper doi:10.1111/ejn.70538 [paper, repository]

Neural Tracking of Sustained Attention, Attention Switching, and Natural Conversation in Audiovisual Environments Using Wearable EEG.

Journal: The European journal of neuroscience

Authors' code: JohannaWil/audiovisual-attention-eeg-trf (MIT)

Status: code verified, 9 files readable, 5 matches

[432] Code ↔ Paper doi:10.1111/ejn.70543 [paper, repository]

Neural Oscillations Track Subjective and Pupillary Arousal During Naturalistic Movie Viewing.

Journal: The European journal of neuroscience

Authors' code: OSF 75mzh (no license)

Status: code verified, 7 files readable, 7 matches

[433] Code ↔ Paper doi:10.1111/cogs.70220 [paper, repository]

Shared Neural Computations for Syntactic and Morphological Structures: Evidence From Mandarin Chinese.

Journal: Cognitive science

Authors' code: OSF qt6x8 (no license)

Status: code verified, 7 files readable, 3 matches

[434] doi:10.1111/psyp.70318 [paper, data]

EEG Based Decoding of the Perception and Regulation of Taboo Words.

Journal: Psychophysiology

Status: data only, 1 dataset cited

[435] doi:10.1002/cns.70943 [paper, data]

Stability-Driven Selection of EEG Connectivity Features for Psychosis Classification: A Network-Based Machine Learning Approach.

Journal: CNS neuroscience & therapeutics

Status: data only, 2 datasets cited

[436] Code ↔ Paper doi:10.3390/bios16050258 [paper, repository]

A Two-Stage EEG Microstate Fusion Framework for Dementia Screening and Alzheimer's Disease/Frontotemporal Dementia Differentiation.

Journal: Biosensors

Authors' code: winnile520-sys/AD-FTD-HC-data-and-code (no license)

Status: dead link

Monday, 20 April 2026 (2 papers)

[437] Code ↔ Paper doi:10.7554/elife.110000 [paper, repository]

Alpha-band phase modulates perceptual sensitivity by changing internal noise and sensory tuning.

Journal: eLife

Authors' code: antoniofs23/reverse-correlation-demo (GPL-3.0), OSF eup3s (no license)

Status: code verified, 6 files readable, 1 match

[438] Code ↔ Paper doi:10.1016/j.dcn.2026.101727 [paper, repository]

Neonatal brain activity across sleep states: Evidence from resting EEG and auditory event-related potentials.

Journal: Developmental cognitive neuroscience

Authors' code: EBBLab/SA-MADE (no license)

Status: code verified, 4 files readable, 3 matches

Sunday, 19 April 2026 (1 paper)

[439] doi:10.1038/s41598-026-47041-4 [paper, data]

An intelligent EEG-based ensemble framework for communication assistance in Locked-In Syndrome patients.

Journal: Scientific reports

Status: data only, 2 datasets cited

Saturday, 18 April 2026 (3 papers)

[440] doi:10.1007/s11357-026-02255-2 [paper]

Map-based spatial perspective taking reveals frontal late negativity loss and posterior delta gain in mild cognitive impairment.

Journal: GeroScience

Status: code on request

[441] Code ↔ Paper doi:10.1038/s41597-026-07242-y [paper, repository]

High-Density EEG and Multi-Muscle EMG Dataset during Object Prehension with a sensorized Grasping Box in Humans.

Journal: Scientific data

Authors' code: OSF g6yta (no license)

Status: code verified, 13 files readable, 4 matches

[442] doi:10.1038/s41598-026-47973-x [paper, data]

Neural and behavioral signatures of error monitoring are differentially modulated by social hierarchy and trial type.

Journal: Scientific reports

Status: data only, 1 dataset cited

Friday, 17 April 2026 (2 papers)

[443] Code ↔ Paper doi:10.3389/fpsyg.2026.1671509 [paper, repository]

Visual exposure to masked faces benefits personally familiar but not famous face recognition.

Journal: Frontiers in psychology

Authors' code: srijitakarmakar/MaskedFacePerception (CC-BY-4.0)

Status: code verified, 27 files readable, 7 matches

[444] doi:10.1016/j.isci.2026.115767 [paper, data]

Acute stress impairs attentional control and emotional processing in social anxiety.

Journal: iScience

Status: code on request, 1 dataset cited

Thursday, 16 April 2026 (7 papers)

[445] Code ↔ Paper doi:10.1371/journal.pcbi.1013290 [paper, repository]

Developmental and aging changes in brain network switching dynamics revealed by EEG phase synchronization.

Journal: PLoS computational biology

Authors' code: Zenodo 15776182 (CC-BY-4.0)

Status: code verified

[446] Code ↔ Paper doi:10.21203/rs.3.rs-9010375/v1 [paper, repository]

Interpretable metrics for evaluating fidelity, diversity, and privacy in synthetic EEG data

Journal: Research Square (preprint)

Authors' code: BiosignalsLibphys/seege_ (LGPL-3.0)

Status: code verified, 21 files readable, 25 matches

[447] doi:10.1038/s41597-026-07223-1 [paper, data]

An EEG dataset for understanding driving expertise from naturalistic urban road experiments.

Journal: Scientific data

Status: data only, 2 datasets cited

[448] Code ↔ Paper doi:10.1038/s41597-026-07244-w [paper, repository]

An Open Non-Invasive EEG Dataset for Spontaneous Auditory Attention Switch Decoding.

Journal: Scientific data

Authors' code: XXuefeii/AASD-Processing (no license)

Status: code verified, 10 files readable, 2 matches

[449] Code ↔ Paper doi:10.3390/diagnostics16081186 [paper, repository]

The Perioperative Neurocognitive Disorder Prediction Based on AI-Assisted EEG Dynamic Features in Anesthetized Mice.

Journal: Diagnostics (Basel, Switzerland)

Authors' code: JingweiToo/EEG-Feature-Extraction-Toolbox (BSD-3-Clause), cran.r-project.org/package=xgboost (no license)

Status: code verified, 34 files readable, 4 matches

[450] Code ↔ Paper doi:10.3390/s26082440 [paper, repository]

Suppressing Non-Stationary Motion Artefacts in Mobile EEG Using Generalized Eigenvalue Decomposition.

Journal: Sensors (Basel, Switzerland)

Authors' code: Zenodo 17471748 (CC-BY-4.0), Zenodo 17471747 (CC-BY-4.0)

Status: code verified, 4 files readable

[451] Code ↔ Paper doi:10.1016/j.isci.2026.115785 [paper, repository]

Integrating metacognitive mechanisms optimizes EEG generative models via hierarchical regularization.

Journal: iScience

Authors' code: Seanhanyy/Metacognitive-Regulation-Module (no license)

Status: code verified, 23 files readable

Wednesday, 15 April 2026 (8 papers)

[452] doi:10.1002/epi.70252 [paper]

Dual role of spreading depolarization in an epileptic focus.

Journal: Epilepsia

Status: code on request

[453] Code ↔ Paper doi:10.3758/s13415-026-01442-0 [paper, repository]

Empathy for pain persists across live two-way video interactions and viewing of prerecorded videos.

Journal: Cognitive, affective & behavioral neuroscience

Authors' code: OSF 3jdf4 (no license)

Status: code verified, 8 files readable, 5 matches

[454] Code ↔ Paper doi:10.1186/s12967-026-08108-y [paper, repository]

An explainable multimodal machine learning model for diagnosing disorders of consciousness: evidence from a large multicenter Chinese cohort.

Journal: Journal of translational medicine

Authors' code: Vongoleo/docmodel (no license)

Status: code verified, 3 files readable, 3 matches

[455] doi:10.1016/j.neuroimage.2026.121930 [paper]

Quantifying cerebellar signal detectability in MEG and EEG in epilepsy using anatomically informed source modeling.

Journal: NeuroImage

Status: code on request

[456] doi:10.7717/peerj.21126 [paper, data]

Quantifying intergenerational differences in community public space perception: a multimodal Electroencephalography-eye tracking study.

Journal: PeerJ

Status: data only, 1 dataset cited

[457] doi:10.1016/j.mex.2026.103913 [paper, data]

Multi-source domain generalization with few-shot fine-tuning (MSDG-FT) for cross-dataset EEG mental workload classification.

Journal: MethodsX

Status: data only, 1 dataset cited

[458] doi:10.3390/s26082431 [paper, data]

Missing Data Gap Imputation Methods in Electroencephalogram (EEG) Signals: A Systematic Scoping Review.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

[459] Code ↔ Paper doi:10.1093/sleepadvances/zpag044 [paper, repository]

REST-a deep learning tool for automated mouse sleep stage classification.

Journal: Sleep advances : a journal of the Sleep Research Society

Authors' code: SukiyakiP/REST (MIT)

Status: code verified, 15 files readable, 5 matches

Tuesday, 14 April 2026 (3 papers)

[460] Code ↔ Paper doi:10.1038/s41467-026-71600-y [paper, repository]

Temporal predictions shape somatosensory perception.

Journal: Nature communications

Authors' code: OSF tajch (no license)

Status: code verified, 65 files readable, 2 matches

[461] doi:10.3758/s13415-026-01434-0 [paper]

Neural mechanisms of negative emotionality and cognitive control: The role of frontal midline theta.

Journal: Cognitive, affective & behavioral neuroscience

Status: code on request

[462] doi:10.3390/brainsci16040413 [paper, data]

Hippotherapy for Children with Autism Spectrum Disorder: Executive Function and Electrophysiological Outcomes.

Journal: Brain sciences

Status: data only, 1 dataset cited

Monday, 13 April 2026 (4 papers)

[463] doi:10.1371/journal.pdig.0001158 [paper, data]

MultiMindNet: AI-based mental health analysis using hybrid deep learning approach and Hybrid Ant-Grey Wolf Optimization (HAGWO) algorithm.

Journal: PLOS digital health

Status: data only, 2 datasets cited

[464] doi:10.1038/s41598-026-48881-w [paper, data]

SleepPACNet: new convolutional neural network considering phase-amplitude coupling for automatic sleep stage classification using single-channel electroencephalogram.

Journal: Scientific reports

Status: data only, 1 dataset cited

[465] doi:10.1186/s12984-026-01969-w [paper, data]

Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon.

Journal: Journal of neuroengineering and rehabilitation

Status: code on request, 1 dataset cited

[466] Code ↔ Paper doi:10.3390/brainsci16040411 [paper, repository]

BrainTwin-AI: A Multimodal MRI-EEG-Based Cognitive Digital Twin for Real-Time Brain Health Intelligence.

Journal: Brain sciences

Authors' code: UtshoBanerjee/BrainTwin (no license)

Status: dead link

Saturday, 11 April 2026 (3 papers)

[467] doi:10.1007/s40120-026-00924-0 [paper, data]

Artificial Intelligence and Machine Learning in Pediatric Epilepsy: A Systematic Review.

Journal: Neurology and therapy

Status: data only, 3 datasets cited

[468] doi:10.1186/s12984-026-01985-w [paper, data]

Cortical beta coherence provides a stronger non-invasive predictor of movement vigor than local beta power.

Journal: Journal of neuroengineering and rehabilitation

Status: data only, 1 dataset cited

[469] doi:10.3390/s26082358 [paper, data]

Role of Electroencephalography in the Assessment of Cortical Responses Elicited by Music Therapy in Burn Patients Undergoing Intensive Care.

Journal: Sensors (Basel, Switzerland)

Status: data only, 1 dataset cited

Friday, 10 April 2026 (6 papers)

[470] doi:10.1371/journal.pone.0345793 [paper, data]

Evaluation of long-range temporal correlations during overt and covert attention in a steady state visual evoked potential based brain-computer interface.

Journal: PloS one

Status: data only, 1 dataset cited

[471] doi:10.1038/s41398-026-04030-5 [paper]

Loss of regional theta differentiation in TMS-EEG response marks network dysfunction in psychosis risk.

Journal: Translational psychiatry

Status: code on request

[472] doi:10.1038/s41597-026-07209-z [paper, data]

Multimodal EEG, ECG, and video dataset of yoga practitioners during concentration and mind-wandering tasks.

Journal: Scientific data

Status: data only, 1 dataset cited

[473] Code ↔ Paper doi:10.1038/s41598-026-47627-y [paper, repository]

QuantumNeuroXAI: a quantum-inspired deep learning framework with explainability for brain signal analysis and neurological disorder detection.

Journal: Scientific reports

Authors' code: venkateshwarlu-bondu/QuantumNeuroXAI (MIT), Zenodo 19200650 (MIT)

Status: code verified, 122 files readable, 5 matches

[474] doi:10.1162/imag.a.1202 [paper]

Recurring transient brain-wide co-activation patterns from EEG spatially resembling time-averaged resting-state networks.

Journal: Imaging neuroscience (Cambridge, Mass.)

Status: code on request

[475] doi:10.1093/braincomms/fcag128 [paper, data]

EEG-motor correlation as early Alzheimer's disease index in herpes simplex virus type-1-infected mice.

Journal: Brain communications

Status: data only, 1 dataset cited

Thursday, 9 April 2026 (10 papers)

[476] Code ↔ Paper doi:10.1523/eneuro.0076-26.2026 [paper, repository]

Exogenously Driven Neural Reactivation of Spatially Matching Visual Working-Memory Contents.

Journal: eNeuro

Authors' code: OSF e3gxj (no license)

Status: code verified, 21 files readable, 15 matches

[477] Code ↔ Paper doi:10.7554/elife.100674 [paper, repository]

The dominance of large-scale phase dynamics in human cortex, from delta to gamma.

Journal: eLife

Authors' code: duguelab/traveling-wave-analysis (GPL-3.0)

Status: code verified, 12 files readable, 7 matches

[478] doi:10.1038/s41746-026-02603-8 [paper]

An EEG-based digital biomarker for personalizing transcranial magnetic stimulation in major depressive disorder.

Journal: NPJ digital medicine

Status: code on request

[479] Code ↔ Paper doi:10.1038/s42003-026-09992-2 [paper, repository]

Dynamic competition between bottom-up saliency and top-down goals in early visual cortex.

Journal: Communications biology

Authors' code: OSF szuxa (no license)

Status: code verified, 9 files readable, 1 match

[480] Code ↔ Paper doi:10.1038/s41597-026-07120-7 [paper, repository]

PhysioMotion Artifact: A task-driven EEG dataset with point-wise motion artifact annotations.

Journal: Scientific data

Authors' code: JiangweiYu221/PhysioMotion_Artifact (MIT), neuracle/neuracle-api (LGPL-2.1)

Status: code verified, 23 files readable, 13 matches

[481] Code ↔ Paper doi:10.1038/s41598-026-44063-w [paper, repository]

Neuronal silence as a predictive biomarker and target for epileptic seizures suppression.

Journal: Scientific reports

Authors' code: DiogoLeonai/Neuronal-silence-as-an-epileptic-seizure-biomarker (no license)

Status: code verified, 4 files readable, 1 match

[482] Code ↔ Paper doi:10.1038/s41598-026-45966-4 [paper, repository]

Changes in visuocortical engagement and oscillatory brain activity during associative learning.

Journal: Scientific reports

Authors' code: OSF qr37b (no license)

Status: code verified, 2 files readable, 2 matches

[483] Code ↔ Paper doi:10.1097/pr9.0000000000001437 [paper, repository]

Electroencephalography during acute painful procedures in neonates: a scoping review.

Journal: Pain reports

Authors' code: lukebax/neonate-eeg-pain-scr (Apache-2.0)

Status: code verified, 11 files readable, 1 match

[484] doi:10.3389/fnhum.2026.1763477 [paper, data]

Toward precision EEG: assessing the reliability of individual-level ERPs across EEG systems.

Journal: Frontiers in human neuroscience

Status: data only, 1 dataset cited

[485] doi:10.3389/fnhum.2026.1811759 [paper, data]

MCFANet: a multi-class fusion attention network for motor imagery EEG classification.

Journal: Frontiers in human neuroscience

Status: data only, 1 dataset cited