Evidence map›Paper›PMID 41954324›Full record

ArticleJournal of vision2026

Similarity-driven compression during encoding supports biased but more precise working memory.

Janna W Wennberg, John T Serences

Abstract read
In one paragraph

Article in Journal of vision, 2026. 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

2 authors.

Janna W WennbergDepartment of Psychology, University of California, San Diego, La Jolla, CA, USA.
John T SerencesDepartment of Psychology, University of California, San Diego, La Jolla, CA, USA.

Funding

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 EY025872
6 · The paper itself

Abstract

Visual working memory (VWM) allows us to maintain and manipulate information in service of behavioral goals. Navigating rich visual environments often involves holding multiple items in VWM-some of them very similar. Recent work suggests that inter-item similarity impairs memory precision during encoding but enhances precision during active memory maintenance. The present study tested whether this inter-item similarity benefit observed during memory maintenance was due to compressing similar items into summary representations. In Experiment 1, participants encoded sample displays with four colored circles into memory: two circles were similar to each other in color, two items were dissimilar to both each other and to the similar items. Using a retrospective cue ("retro-cue") presented after the sample display, we manipulated the inter-item similarity of the remembered stimuli by cueing two similar items, one similar and one dissimilar item, or two dissimilar items. Consistent with prior work, we observed higher precision memory and attractive biases between similar items, consistent with compression. In Experiment 2 we observed a similarity benefit and attractive bias for similar items even in the absence of a retro-cue. Importantly, the magnitude of the similarity benefit and attractive bias was the same across valid and neutral cues, suggesting that similarity-based compression occurs relatively early in the trial, before the onset of the retro-cue. In Experiment 3, we manipulated the onset of the retro-cue to occur early during the delay period, and we replicated the results of Experiments 1 and 2. Together, these results suggest that inter-item similarity enhances VWM performance through compression that occurs early during the trial as opposed to during maintenance in memory.

Indexed as

Color PerceptionMemory, Short-TermPattern Recognition, VisualCuesFemaleHumansMalePhotic StimulationYoung Adult

Identifiers

PMID41954324
PMCPMC13077717

What OpenQuestion holds

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LicenceCC BY
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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.