Literature DB >> 21296808

Hierarchical encoding in visual working memory: ensemble statistics bias memory for individual items.

Timothy F Brady1, George A Alvarez.   

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.

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Year:  2011        PMID: 21296808     DOI: 10.1177/0956797610397956

Source DB:  PubMed          Journal:  Psychol Sci        ISSN: 0956-7976


  82 in total

1.  Does high memory load kick task-irrelevant information out of visual working memory?

Authors:  Jun Yin; Jifan Zhou; Haokui Xu; Junying Liang; Zaifeng Gao; Mowei Shen
Journal:  Psychon Bull Rev       Date:  2012-04

2.  The perceptual processing capacity of summary statistics between and within feature dimensions.

Authors:  Mouna Attarha; Cathleen M Moore
Journal:  J Vis       Date:  2015       Impact factor: 2.240

3.  The transition from feature to object: Storage unit in visual working memory depends on task difficulty.

Authors:  Jiehui Qian; Ke Zhang; Shengxi Liu; Quan Lei
Journal:  Mem Cognit       Date:  2019-11

4.  Chunking as a rational strategy for lossy data compression in visual working memory.

Authors:  Matthew R Nassar; Julie C Helmers; Michael J Frank
Journal:  Psychol Rev       Date:  2018-07       Impact factor: 8.934

5.  The reliability and internal consistency of one-shot and flicker change detection for measuring individual differences in visual working memory capacity.

Authors:  Hrag Pailian; Justin Halberda
Journal:  Mem Cognit       Date:  2015-04

6.  Relationships between expertise and distinctiveness: Abnormal medical images lead to enhanced memory performance only in experts.

Authors:  Hayden M Schill; Jeremy M Wolfe; Timothy F Brady
Journal:  Mem Cognit       Date:  2021-04-14

7.  The capacity limitations of orientation summary statistics.

Authors:  Mouna Attarha; Cathleen M Moore
Journal:  Atten Percept Psychophys       Date:  2015-05       Impact factor: 2.199

Review 8.  The unrealized promise of infant statistical word-referent learning.

Authors:  Linda B Smith; Sumarga H Suanda; Chen Yu
Journal:  Trends Cogn Sci       Date:  2014-03-14       Impact factor: 20.229

9.  Ensemble statistics accessed through proxies: Range heuristic and dependence on low-level properties in variability discrimination.

Authors:  Jonas Sin-Heng Lau; Timothy F Brady
Journal:  J Vis       Date:  2018-09-04       Impact factor: 2.240

10.  Strategic trade-offs between quantity and quality in working memory.

Authors:  Daryl Fougnie; Sarah M Cormiea; Anish Kanabar; George A Alvarez
Journal:  J Exp Psychol Hum Percept Perform       Date:  2016-03-07       Impact factor: 3.332

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