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Functional Neural Architecture of Working Memory in Musicians: An ALE Meta-Analysis and Review.

Overview

  1. Bond University Gold Coast Queensland Australia
  2. Macquarie University Sydney New South Wales Australia
Institutions: Bond University (Australia); Macquarie University (Australia)
Journal: Wiley interdisciplinary reviews. Cognitive science, volume 17, issue 3, article e70036
Dates: received 4 May 2025; accepted 29 May 2026; published online 14 June 2026; in print 2026
Type: Review · Language: English
License: CC BY
Identifiers: DOI 10.1002/wcs.70036 · PMID 42289269 · PMCID PMC13265137 · OpenAlex W7164758922
Open access: hybrid, a free copy (OpenAlex)
Status: data only
Categories: fMRI (modality), human (organism), cognitive (subfield)
Methods: Statistics, Connectivity, fMRI & imaging
Keywords: brain mapping, cognitive reserve, functional neuroimaging, working memory
MeSH: Brain*, Memory, Short-Term*, Music*, Brain Mapping, Humans, Likelihood Functions, Magnetic Resonance Imaging (* major topic)
Journal subjects: Cognition, Development and Aging, Cognitive Development, Advanced Review
Topic: Neuroscience and Music Perception (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Citations: cited by 1 paper (Europe PMC); 67 references in the paper

Abstract

Musical expertise is often associated with enhanced cognitive abilities, underpinned by neural mechanisms unique to musicians. Research has provided evidence of associations between musical training and functional aspects of cognition. However, the neural changes associated with musical expertise, particularly in relation to working memory, remain poorly understood. To address this gap, we conducted an activation likelihood estimation (ALE) meta‐analysis to examine differences in functional neural activity between musicians and non‐musicians during working memory tasks. Meta‐analytic connectivity modeling (MACM) was conducted to explore broader networks of co‐activation associated with regions of interest identified during the initial ALE meta‐analysis. Nine functional magnetic resonance imaging (fMRI) studies, including 228 participants (113 musicians and 115 non‐musicians), were included in the final analysis. Musicians exhibited hyperactivations in the right medial frontal gyrus and hypoactivations across the right middle occipital gyrus, the right precentral gyrus, the left inferior parietal lobule, the right claustrum, and the left cerebellum during working memory tasks. MACM revealed distributed networks of co‐activation with links to various cognitive functions across regions of interest uncovered by the ALE analysis. Based on these findings, we propose that distinct functional networks and enhanced neural efficiency in musicians may support working memory performance across the lifespan.

This article is categorized under: Neuroscience > Cognition Psychology > Development and Aging Cognitive Biology > Cognitive Development

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

Code

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Data

Datasets cited

Data Availability Statement

The data that support the findings of this study are openly available in OSF at 10.17605/OSF.IO/4SHXN (https://doi.org/10.17605/OSF.IO/4SHXN), reference number 4SHXN.

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 2, 28 September 2026

  • Publisher: — → Wiley

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 4 authors, 4 keywords, 7 MeSH terms, 1 funder, 67 references.

Cite

This paper

Wolff, L., Quan, Y., Thompson, W. F., & Baumann, O. (2026). Functional Neural Architecture of Working Memory in Musicians: An ALE Meta-Analysis and Review. Wiley interdisciplinary reviews. Cognitive science, 17(3), e70036. https://doi.org/10.1002/wcs.70036

BibTeX

@article{wolff2026functional,
author = {Wolff, Lee and Quan, Yixue and Thompson, William Forde and Baumann, Oliver},
title = {{Functional Neural Architecture of Working Memory in Musicians: An ALE Meta-Analysis and Review}},
journal = {Wiley interdisciplinary reviews. Cognitive science},
year = {2026},
month = may,
volume = {17},
number = {3},
pages = {e70036},
publisher = {Wiley},
issn = {1939-5078},
doi = {10.1002/wcs.70036},
url = {https://doi.org/10.1002/wcs.70036},
pmid = {42289269},
pmcid = {PMC13265137}
}

RIS

TY - JOUR
AU - Wolff, Lee
AU - Quan, Yixue
AU - Thompson, William Forde
AU - Baumann, Oliver
TI - Functional Neural Architecture of Working Memory in Musicians: An ALE Meta-Analysis and Review
T2 - Wiley interdisciplinary reviews. Cognitive science
J2 - Wiley Interdiscip Rev Cogn Sci
PY - 2026
DA - 2026/05/01
VL - 17
IS - 3
SP - e70036
SN - 1939-5078
PB - Wiley
DO - 10.1002/wcs.70036
UR - https://doi.org/10.1002/wcs.70036
LA - en
ER -

CSL-JSON

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