Neural interactions in working memory explain decreased recall precision and similarity-based feature repulsion

被引:3
作者
Johnson, Jeffrey S. [1 ,2 ]
van Lamsweerde, Amanda E. [1 ,2 ]
Dineva, Evelina [4 ]
Spencer, John P. [3 ]
机构
[1] North Dakota State Univ, Dept Psychol, Dept 2765, POB 6050, Fargo, ND 58108 USA
[2] North Dakota State Univ, Ctr Visual & Cognit Neurosci, Fargo, ND 58108 USA
[3] Univ East Anglia, Sch Psychol, Norwich, Norfolk, England
[4] Indiana Univ, Psychol & Brain Sci, Bloomington, IN 47405 USA
关键词
SHORT-TERM-MEMORY; DYNAMIC FIELD-THEORY; MODEL; PSYCHOPHYSICS; RESOURCES; COLOR; CONSOLIDATION; ARCHITECTURE; INHIBITION; CAPACITY;
D O I
10.1038/s41598-022-22328-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Over the last several years, the study of working memory (WM) for simple visual features (e.g., colors, orientations) has been dominated by perspectives that assume items in WM are stored independently of one another. Evidence has revealed, however, systematic biases in WM recall which suggest that items in WM interact during active maintenance. In the present study, we report two experiments that replicate a repulsion bias between metrically similar colors during active storage in WM. We also observed that metrically similar colors were stored with lower resolution than a unique color held actively in mind at the same time. To account for these effects, we report quantitative simulations of two novel neurodynamical models of WM. In both models, the unique behavioral signatures reported here emerge directly from laterally-inhibitory neural interactions that serve to maintain multiple, distinct neural representations throughout the WM delay period. Simulation results show that the full pattern of empirical findings was only obtained with a model that included an elaborated spatial pathway with sequential encoding of memory display items. We discuss implications of our findings for theories of visual working memory more generally.
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页数:18
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共 59 条
  • [1] Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex
    Amit, DJ
    Brunel, N
    [J]. CEREBRAL CORTEX, 1997, 7 (03) : 237 - 252
  • [2] Visual working memory represents a fixed number of items regardless of complexity
    Awh, Edward
    Barton, Brian
    Vogel, Edward K.
    [J]. PSYCHOLOGICAL SCIENCE, 2007, 18 (07) : 622 - 628
  • [3] Interactions between visual working memory representations
    Bae, Gi-Yeul
    Luck, Steven J.
    [J]. ATTENTION PERCEPTION & PSYCHOPHYSICS, 2017, 79 (08) : 2376 - 2395
  • [4] Why Some Colors Appear More Memorable Than Others: A Model Combining Categories and Particulars in Color Working Memory
    Bae, Gi-Yeul
    Olkkonen, Maria
    Allred, Sarah R.
    Flombaum, Jonathan I.
    [J]. JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL, 2015, 144 (04) : 744 - 763
  • [5] The architecture of the colour centre in the human visual brain: new results and a review
    Bartels, A
    Zeki, S
    [J]. EUROPEAN JOURNAL OF NEUROSCIENCE, 2000, 12 (01) : 172 - 190
  • [6] Dynamic shifts of limited working memory resources in human vision
    Bays, Paul M.
    Husain, Masud
    [J]. SCIENCE, 2008, 321 (5890) : 851 - 854
  • [7] A neural model of retrospective attention in visual working memory
    Bays, Paul M.
    Taylor, Robert
    [J]. COGNITIVE PSYCHOLOGY, 2018, 100 : 43 - 52
  • [8] Noise in Neural Populations Accounts for Errors in Working Memory
    Bays, Paul M.
    [J]. JOURNAL OF NEUROSCIENCE, 2014, 34 (10) : 3632 - 3645
  • [9] The precision of visual working memory is set by allocation of a shared resource
    Bays, Paul M.
    Catalao, Raquel F. G.
    Husain, Masud
    [J]. JOURNAL OF VISION, 2009, 9 (10):
  • [10] Hierarchical Encoding in Visual Working Memory: Ensemble Statistics Bias Memory for Individual Items
    Brady, Timothy F.
    Alvarez, George A.
    [J]. PSYCHOLOGICAL SCIENCE, 2011, 22 (03) : 384 - 392