Evidence map›Paper›PMID 41000996›Full record

ArticlebioRxiv : the preprint server for biology2025

Distributed and drifting signals for working memory load in human cortex.

Kirsten C S Adam, Edward Awh, John T Serences

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Kirsten C S AdamDepartment of Psychological Sciences, Rice University, Houston TX.ORCID 0000-0002-4950-327X
Edward AwhDepartment of Psychology, University of Chicago, Chicago IL.ORCID 0000-0002-5211-5278
John T SerencesDepartment of Psychology, University of California San Diego, La Jolla CA.ORCID 0000-0002-8551-5147

Funding

The Distinction Between Number and Resolution in Visual Working MemoryR01MH087214 · NIMH · UNIVERSITY OF OREGON · PI AWH, EDWARD, VOGEL, EDWARD K · 2009 to 2023
$11.0M
Adaptive population codes for flexible visually-guided behaviorsR01EY025872 · NEI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI John T Serences · 2016 to 2026
$4.5M
NEI NIH HHS R01 EY025872NIMH NIH HHS R01 MH087214
6 · The paper itself

Abstract

Increasing working memory (WM) load incurs behavioral costs, and whether the neural constraints on behavioral costs are localized (i.e., emanating from the intraparietal sulcus) or distributed across cortex remains an active area of debate. In a pre-registered fMRI experiment, 12 humans (12 scanner-hours each) performed a visual WM task with varying memory load (0-4 items). We replicated a localized, load-dependent increase in univariate BOLD activity in parietal cortex. However, we also observed both systematic increases and decreases in univariate activity with load across the visual hierarchy. Importantly, multivariate activation patterns encoded WM load regardless of the direction of the univariate effect, arguing against a restricted locus of load signals in parietal cortex. Finally, we observed representational drift in activity patterns encoding memory load across scanning sessions. Our results suggest a distributed code for memory load that may be continually refined over time to support more efficient information storage.

Indexed as

load signalsposterior parietal cortexrepresentational driftvisual cortexworking memory

Identifiers

PMID41000996
PMCPMC12458198

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.