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Spatiotemporal dynamics of frontoparietal networks in semantic intuitive decision-making.

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Paper

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The authors' code

Markdown · 1 line · 28 B · CC-BY-4.0

  1. # decision_making_fNRIS_data

README.md, under CC-BY-4.0 · at the source

Overview

Authors: Xin Liu1, Mengfei Han1, Liu Yang1, Yuan Gao2
ORCID iDs: Yuan Gao
  1. Air Force Medical Center, Air Force Medical University, Beijing, China
  2. Institute of Systems Engineering, PLA Academy of Military Sciences, Beijing, China
Institutions: Air Force Medical University (China); PLA Academy of Military Science (China)
Journal: iScience, volume 29, issue 9, article 117205
Dates: received 15 December 2025; accepted 30 July 2026; published online 17 August 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1016/j.isci.2026.117205 · PMID 42657319 · PMCID PMC13508648 · OpenAlex W7203647224
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: fNIRS (modality), cognitive (subfield)
Methods: Spectral & time-frequency, Statistics, Machine learning, Connectivity, Preprocessing, fMRI & imaging
Keywords: functional near-infrared spectroscopy, fNIRS, intuitive decision-making, functional connectivity
Topic: Embodied and Extended Cognition (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: National Natural Science Foundation of China (National Science Foundation of China) (32400857)
Citations: not cited yet (Europe PMC); 34 references in the paper
Research resources: MATLAB R2018b RRID:SCR_001622, scikit-learn 1.6.1 RRID:SCR_002577, Python 3.13 RRID:SCR_008394, E-Prime 3.0 RRID:SCR_009567, G∗Power 3.1 RRID:SCR_013726

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Repositories

Its files are read in the Code ↔ Paper reader above.

Zenodo 21349333

License: CC-BY-4.0
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Size: 1 file
Software Heritage: not checked
Found in: “Data and code availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)
1 file
At the source:

gaoy848/decision_making_fnris_data

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Commit: b5294acde6ad673e7a46fca5605b250b0b834607, 14 July 2026
Size: 2 files
Software Heritage: not archived
Found in: the Zenodo archive record
Holds: README
Not found: license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers
  • 27 September 2026: the link answers
1 file
At the source: github.com/gaoy848/decision_making_fNRIS_data/tree/v1.0.0

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

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 2 repositories of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Code and data availability statement

The paper has a code and data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

  • it points to the authors' code: Zenodo 21349333
  • it says that the data are available on request
  • it says that the code is available on request

Read it in the paper: doi.org/10.1016/j.isci.2026.117205.

Versions

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Version 2, 28 September 2026

  • Authors: added Yuan Gao (0000-0002-6394-7678); removed Yuan Gao

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 4 authors, 4 keywords, 1 funder, 32 references, 5 RRIDs.

Cite

This paper

Liu, X., Han, M., Yang, L., & Gao, Y. (2026). Spatiotemporal dynamics of frontoparietal networks in semantic intuitive decision-making. iScience, 29(9), 117205. https://doi.org/10.1016/j.isci.2026.117205

BibTeX

@article{liu2026spatiotemporal,
author = {Liu, Xin and Han, Mengfei and Yang, Liu and Gao, Yuan},
title = {{Spatiotemporal dynamics of frontoparietal networks in semantic intuitive decision-making}},
journal = {iScience},
year = {2026},
month = aug,
volume = {29},
number = {9},
pages = {117205},
publisher = {Elsevier},
issn = {2589-0042},
doi = {10.1016/j.isci.2026.117205},
url = {https://doi.org/10.1016/j.isci.2026.117205},
pmid = {42657319},
pmcid = {PMC13508648}
}

RIS

TY - JOUR
AU - Liu, Xin
AU - Han, Mengfei
AU - Yang, Liu
AU - Gao, Yuan
TI - Spatiotemporal dynamics of frontoparietal networks in semantic intuitive decision-making
T2 - iScience
J2 - iScience
PY - 2026
DA - 2026/08/17
VL - 29
IS - 9
SP - 117205
SN - 2589-0042
PB - Elsevier
DO - 10.1016/j.isci.2026.117205
UR - https://doi.org/10.1016/j.isci.2026.117205
LA - en
ER -

CSL-JSON

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The tracing map gets a citation of its own once an author has validated it and it has a DOI.

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