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

Overview

Authors: Aleksander Zębrowski1,2, Kinga Ciupińska3, Wiktoria Jakubowska2,3, Laura Łępa3, Marcin Koculak1,3, Michał Wierzchoń1,3, Michał Bola1
  1. Centre for Brain Research, Jagiellonian University, 24 Golebia Street, 31-007 Krakow, Poland
  2. Doctoral School in the Social Sciences, Jagiellonian University, Main Square 34, 31-010 Krakow, Poland
  3. Consciousness Lab, Institute of Psychology, Jagiellonian University, 6 Ingardena Street, 30-060 Krakow, Poland
Institutions: Jagiellonian University (Poland)
Journal: Cerebral cortex (New York, N.Y. : 1991), volume 36, issue 8, article bhag117
Dates: received 7 February 2025; accepted 22 June 2026; published online 24 August 2026; in print August 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1093/cercor/bhag117 · PMID 42636474 · PMCID PMC13502902 · OpenAlex W7204106266
Open access: hybrid, a free copy (OpenAlex)
Status: empty repository
Categories: EEG (modality), human (organism), cognitive (subfield)
Methods: Connectivity, Statistics, Smoothing, state filtering, decompositions, Preprocessing, Spectral & time-frequency
Keywords: alpha oscillations, EEG, perceptual awareness, prestimulus activity, visual perception
MeSH: Alpha Rhythm*, Brain*, Visual Perception*, Adult, Electroencephalography, Female, Humans, Male, Photic Stimulation, Young Adult (* major topic)
Topic: Face Recognition and Perception (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: European Cooperation in Science and Technology (CA18106); National Science Center Poland (2019/33/B/HS6/02233, 2022/46/E/HS6/00150)
Citations: not cited yet (Europe PMC); 78 references in the paper

Abstract

Whether a given stimulus will be perceived depends not only on its physical intensity but also by the functional state of the visual system, particularly power of the spontaneous electroencephalography (EEG) alpha-band activity (7 to 14 Hz) at the stimulus onset. The mechanism behind this effect remains a matter of debate, as some studies reported that low alpha power improves perceptual sensitivity, but others showed alpha power affects only the subjective measures (criterion and confidence/awareness ratings) and thus concluded it is related with non-specific cortical excitability. To address this controversy, we analyzed data from four experimental paradigms in which different types of stimuli—from Gabor patches, through face images, to real-world scenes—were presented to participants at a perceptual threshold. Single-trial analyses revealed that the prestimulus alpha power predicted not only subjective visibility but also objective identification accuracy. Therefore, our results are incompatible with the view that spontaneous alpha activity defines nonspecific, general cortical excitability only, and rather indicates its role in defining perceptual sensitivity and improving signal-to-noise ratio.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

OSF 54zqj

License: none: the authors keep all their rights
State: the link answers, verified on 26 September 2026
Evidence: files inventoried
Size: 1 file, 0 scripts
Software Heritage: not checked
Found in: “Data availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 26 September 2026: the link answers (HTTP 200)
  • 26 September 2026: the link answers (HTTP 200)

The paper's code and data availability statement is in the Data section.

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Data

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Data availability

Data and materials, including source code of experimental paradigms, code for data preprocessing and analysis pipeline, and data derivatives (in the form of time-frequency decomposition of EEG signals) are freely available from OSF (https://osf.io/54zqj/?view_only=c653960098ed45d9b6351eda48de540e).

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 7 authors, 5 keywords, 10 MeSH terms, 2 funders, 74 references.

Cite

This paper

Zębrowski, A., Ciupińska, K., Jakubowska, W., Łępa, L., Koculak, M., Wierzchoń, M., & Bola, M. (2026). Spontaneous changes in the prestimulus alpha power predict both objective and subjective aspects of perception-evidence from 4 paradigms and 471 experimental sessions. Cerebral cortex (New York, N.Y. : 1991), 36(8), bhag117. https://doi.org/10.1093/cercor/bhag117

BibTeX

@article{zebrowski2026spontaneous,
author = {Zębrowski, Aleksander and Ciupińska, Kinga and Jakubowska, Wiktoria and Łępa, Laura and Koculak, Marcin and Wierzchoń, Michał and Bola, Michał},
title = {{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)},
year = {2026},
month = aug,
volume = {36},
number = {8},
pages = {bhag117},
publisher = {Oxford University Press},
issn = {1047-3211},
doi = {10.1093/cercor/bhag117},
url = {https://doi.org/10.1093/cercor/bhag117},
pmid = {42636474},
pmcid = {PMC13502902}
}

RIS

TY - JOUR
AU - Zębrowski, Aleksander
AU - Ciupińska, Kinga
AU - Jakubowska, Wiktoria
AU - Łępa, Laura
AU - Koculak, Marcin
AU - Wierzchoń, Michał
AU - Bola, Michał
TI - Spontaneous changes in the prestimulus alpha power predict both objective and subjective aspects of perception-evidence from 4 paradigms and 471 experimental sessions
T2 - Cerebral cortex (New York, N.Y. : 1991)
J2 - Cereb Cortex
PY - 2026
DA - 2026/08/01
VL - 36
IS - 8
SP - bhag117
SN - 1047-3211
PB - Oxford University Press
DO - 10.1093/cercor/bhag117
UR - https://doi.org/10.1093/cercor/bhag117
LA - en
ER -

CSL-JSON

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