Hierarchical encoding in visual working memory: ensemble statistics bias memory for individual items
Related Experiment Video
Updated: Feb 22, 2026

Author Spotlight: Advancing Large-Scale Neural Dynamics Through HD-MEA Technology
Published on: March 8, 2024
Timothy F Brady1, George A Alvarez
1Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge,MA 02139, USA. tfbrady@mit.edu
Abstract:
Influential models of visual working memory treat each item to be stored as an independent unit and assume that there are no interactions between items. However, real-world displays have structure that provides higher-order constraints on the items to be remembered. Even in the case of a display of simple colored circles, observers can compute statistics, such as mean circle size, to obtain an overall summary of the display. We examined the influence of such an ensemble statistic on visual working memory. We report evidence that the remembered size of each individual item in a display is biased toward the mean size of the set of items in the same color and the mean size of all items in the display. This suggests that visual working memory is constructive, encoding displays at multiple levels of abstraction and integrating across these levels, rather than maintaining a veridical representation of each item independently.
Related Concept Videos
Impact of Schemas
Working Memory
Storage
Encoding
Automatic processing involves the encoding of details like time, space, frequency, and the meaning of words, usually done without conscious...
Chunking and Rehearsal in Sensory Memory
Chunking
The principle behind chunking...

