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Similarity-driven compression during encoding supports biased but more precise working memory
Janna W Wennberg1,2,3, John T Serences1,4,5
1Department of Psychology, University of California, San Diego, La Jolla, CA, USA.
Journal of Vision
|April 9, 2026
Summary
Inter-item similarity enhances visual working memory (VWM) by compressing similar items into summary representations. This compression effect occurs early in trials, improving memory performance.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Human Perception
Background:
- Visual working memory (VWM) is crucial for navigating complex environments.
- Inter-item similarity can impair encoding but enhance memory maintenance.
- Prior research suggests similarity benefits memory maintenance, but the mechanism is unclear.
Purpose of the Study:
- To investigate if inter-item similarity enhances VWM by compressing similar items into summary representations.
- To determine if this similarity-based compression occurs during encoding or active memory maintenance.
- To examine the timing of similarity-based compression within a trial.
Main Methods:
- Participants encoded visual displays with varying color similarity.
- Retrospective cues were used to probe memory for specific items.
- Experiments manipulated inter-item similarity and cue timing.
Main Results:
- Higher memory precision and attractive biases were observed between similar items, supporting compression.
- The similarity benefit and attractive bias occurred even without cues.
- Compression effects were consistent regardless of cue validity or timing, indicating early occurrence.
Conclusions:
- Inter-item similarity enhances VWM performance through early compression into summary representations.
- This compression mechanism operates before active memory maintenance or cue presentation.
- Findings clarify the role of item similarity in VWM and its underlying neural processes.
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