OSCR

Neural correlates of information gain during search revealed by fMRI.

Overview

Authors: Sakrapee Paisalnan1, Yashar Moshfeghi2, Frank Pollick3
  1. Department of Electrical Engineering, Silpakorn University, Nakhon Pathom 73000, Thailand
  2. NeuraSearch Laboratory, University of Strathclyde, Glasgow G1 1XQ, UK
  3. School of Psychology & Neuroscience, University of Glasgow, Glasgow G12 8QQ, UK
Institutions: Silpakorn University (Thailand); University of Strathclyde (United Kingdom); University of Glasgow (United Kingdom)
Journal: iScience, volume 29, issue 9, article 117445
Dates: received 5 September 2025; accepted 20 August 2026; published online 9 September 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1016/j.isci.2026.117445 · PMID 42755863 · PMCID PMC13581990 · OpenAlex W7212018019
Open access: gold, a free copy (OpenAlex)
Status: code on request
Categories: fMRI (modality), cognitive (subfield)
Methods: Statistics, Preprocessing, fMRI & imaging, Machine learning
Keywords: information retrieval, information gain, cognition, fMRI
Topic: Neural and Behavioral Psychology Studies (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Citations: not cited yet (Europe PMC); 53 references in the paper

Abstract

When confronted with uncertainty, humans engage in information-seeking behavior to gather sufficient information. Identifying the brain regions involved offers insight into the underlying cognitive mechanisms. Using Shannon information theory, we quantified the information contained in the image tiles presented in an fMRI experiment. Nineteen participants judged whether a caption described an image by viewing a sequence of tiles and signaling when it matched. Random-effects ANOVA and representational similarity analysis revealed that regions associated with information gain resulted in two complementary patterns. The first, involving right Ph2 and left hIP5, showed a graded relationship with information gain, consistent with tracking currently available perceptual evidence. The second, involving bilateral PGp with left hIP3 and left FG2, was more sensitive to intermediate information gain, possibly reflecting integrative processes relating accumulated visual information to task-relevant semantic expectations. These findings offer a neurocognitive framework for how information is acquired and evaluated during a sequential search.

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

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

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

Tracing map

A tracing map links a paper to the code its authors published: this paper has none (its code is available on request), so it has no map.

Data

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

Data and code availability

• Representational dissimilarity matrices and statistical probability maps have been deposited at OSF and are publicly available as of the date of publication; the DOI is listed in the key resources table (https://doi.org/10.17605/OSF.IO/F9HSB). The caption–image stimulus set generated in this study is available from the lead contact upon request. Raw fMRI data cannot be deposited in a public repository because of ethics and participant-consent restrictions. • This paper does not report original code. • Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.

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

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 3, 28 September 2026

  • Authors: added Sakrapee Paisalnan (0000-0002-2600-1824); removed Sakrapee Paisalnan

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 3 authors, 4 keywords, 1 funder, 49 references.

Cite

This paper

Paisalnan, S., Moshfeghi, Y., & Pollick, F. (2026). Neural correlates of information gain during search revealed by fMRI. iScience, 29(9), 117445. https://doi.org/10.1016/j.isci.2026.117445

BibTeX

@article{paisalnan2026neural,
author = {Paisalnan, Sakrapee and Moshfeghi, Yashar and Pollick, Frank},
title = {{Neural correlates of information gain during search revealed by fMRI}},
journal = {iScience},
year = {2026},
month = sep,
volume = {29},
number = {9},
pages = {117445},
publisher = {Elsevier},
issn = {2589-0042},
doi = {10.1016/j.isci.2026.117445},
url = {https://doi.org/10.1016/j.isci.2026.117445},
pmid = {42755863},
pmcid = {PMC13581990}
}

RIS

TY - JOUR
AU - Paisalnan, Sakrapee
AU - Moshfeghi, Yashar
AU - Pollick, Frank
TI - Neural correlates of information gain during search revealed by fMRI
T2 - iScience
J2 - iScience
PY - 2026
DA - 2026/09/09
VL - 29
IS - 9
SP - 117445
SN - 2589-0042
PB - Elsevier
DO - 10.1016/j.isci.2026.117445
UR - https://doi.org/10.1016/j.isci.2026.117445
LA - en
ER -

CSL-JSON

{
"id": "10.1016/j.isci.2026.117445",
"type": "article-journal",
"title": "Neural correlates of information gain during search revealed by fMRI",
"container-title": "iScience",
"author": [
{
"family": "Paisalnan",
"given": "Sakrapee"
},
{
"family": "Moshfeghi",
"given": "Yashar"
},
{
"family": "Pollick",
"given": "Frank"
}
],
"container-title-short": "iScience",
"volume": "29",
"issue": "9",
"page": "117445",
"DOI": "10.1016/j.isci.2026.117445",
"PMID": "42755863",
"PMCID": "PMC13581990",
"ISSN": "2589-0042",
"publisher": "Elsevier",
"URL": "https://doi.org/10.1016/j.isci.2026.117445",
"language": "en",
"issued": {
"date-parts": [
[
2026,
9,
9
]
]
}
}

Similar papers

The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.

[1] doi:10.7554/elife.104684 [code]
Regime shift detection and neurocomputational substrates for under and overreactions to change.
Journal: eLife
In common: fMRI, cognitive, 3 references
[2] doi:10.1371/journal.pbio.3003684 [code]
The retrieval of previously learned motor memories is facilitated by the reinstatement of default mode network manifold structures.
Journal: PLoS biology
In common: fMRI, cognitive, 3 references
[3] doi:10.1038/s41598-026-58866-4 [code]
A neurocognitive interactive activation model of semantic priming in lexical decisions.
Journal: Scientific reports
In common: fMRI, cognitive, 2 references
[4] doi:10.1016/j.isci.2026.116075
Primary visual cortex BOLD responses to relative localization of sounds at 7T.
Journal: iScience
In common: fMRI, 2 references
[5] doi:10.1038/s41467-026-71568-9 [code]
Convergent and selective representations of pain, appetitive processes, aversive processes, and cognitive control in the insula.
Journal: Nature communications
In common: cognitive, 3 references
[6] doi:10.1038/s41598-026-49773-9 [code]
Large-scale brain network interactions differentiate sweet, sour, and salty food cues during visual processing.
Journal: Scientific reports
In common: cognitive, 3 references
[7] doi:10.1038/s41467-026-71404-0 [code]
Nonergodicity and Simpson's paradox in neurocognitive dynamics of cognitive control.
Journal: Nature communications
In common: cognitive, 3 references
[8] doi:10.3758/s13415-026-01425-1 [code]
Mindful minds: How group identity shapes brain and behavior in social decision-making.
Journal: Cognitive, affective & behavioral neuroscience
In common: fMRI, cognitive, 2 references
[9] doi:10.1126/sciadv.aef3715
A cortical output channel for perceptual categorization.
Journal: Science advances
In common: cognitive, 2 references
[10] doi:10.1038/s41467-026-73153-6 [code]
Latent neural architecture organising shared aesthetic evaluations of visual artworks.
Journal: Nature communications
In common: fMRI, cognitive, 2 references

Contribute

The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Request its removal

To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).

Discussion, reproductions, activity

Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.