Literature DB >> 35289747

Strategy-dependent effects of working-memory limitations on human perceptual decision-making.

Kyra Schapiro1, Krešimir Josić2,3, Zachary P Kilpatrick4,5, Joshua I Gold1.   

Abstract

Deliberative decisions based on an accumulation of evidence over time depend on working memory, and working memory has limitations, but how these limitations affect deliberative decision-making is not understood. We used human psychophysics to assess the impact of working-memory limitations on the fidelity of a continuous decision variable. Participants decided the average location of multiple visual targets. This computed, continuous decision variable degraded with time and capacity in a manner that depended critically on the strategy used to form the decision variable. This dependence reflected whether the decision variable was computed either: (1) immediately upon observing the evidence, and thus stored as a single value in memory; or (2) at the time of the report, and thus stored as multiple values in memory. These results provide important constraints on how the brain computes and maintains temporally dynamic decision variables.
© 2022, Schapiro et al.

Entities:  

Keywords:  computational biology; decision making; human; neuroscience; psychophysics; systems biology; working memory

Mesh:

Year:  2022        PMID: 35289747      PMCID: PMC9005192          DOI: 10.7554/eLife.73610

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.713


  43 in total

1.  Stationary bumps in networks of spiking neurons.

Authors:  C R Laing; C C Chow
Journal:  Neural Comput       Date:  2001-07       Impact factor: 2.026

2.  Contextual effects in visual working memory reveal hierarchically structured memory representations.

Authors:  Timothy F Brady; George A Alvarez
Journal:  J Vis       Date:  2015       Impact factor: 2.240

3.  Neuronal firing rates account for distractor effects on mnemonic accuracy in a visuo-spatial working memory task.

Authors:  Julian Macoveanu; Torkel Klingberg; Jesper Tegnér
Journal:  Biol Cybern       Date:  2007-01-27       Impact factor: 2.086

Review 4.  What limits working memory capacity?

Authors:  Klaus Oberauer; Simon Farrell; Christopher Jarrold; Stephan Lewandowsky
Journal:  Psychol Bull       Date:  2016-03-07       Impact factor: 17.737

5.  Fundamental bound on the persistence and capacity of short-term memory stored as graded persistent activity.

Authors:  Onur Ozan Koyluoglu; Yoni Pertzov; Sanjay Manohar; Masud Husain; Ila R Fiete
Journal:  Elife       Date:  2017-09-07       Impact factor: 8.140

6.  The precision of visual working memory is set by allocation of a shared resource.

Authors:  Paul M Bays; Raquel F G Catalao; Masud Husain
Journal:  J Vis       Date:  2009-09-09       Impact factor: 2.240

7.  A reservoir of time constants for memory traces in cortical neurons.

Authors:  Alberto Bernacchia; Hyojung Seo; Daeyeol Lee; Xiao-Jing Wang
Journal:  Nat Neurosci       Date:  2011-02-13       Impact factor: 24.884

Review 8.  Role of Prefrontal Persistent Activity in Working Memory.

Authors:  Mitchell R Riley; Christos Constantinidis
Journal:  Front Syst Neurosci       Date:  2016-01-05

9.  Laminar recordings in frontal cortex suggest distinct layers for maintenance and control of working memory.

Authors:  André M Bastos; Roman Loonis; Simon Kornblith; Mikael Lundqvist; Earl K Miller
Journal:  Proc Natl Acad Sci U S A       Date:  2018-01-16       Impact factor: 11.205

10.  PsychoPy2: Experiments in behavior made easy.

Authors:  Jonathan Peirce; Jeremy R Gray; Sol Simpson; Michael MacAskill; Richard Höchenberger; Hiroyuki Sogo; Erik Kastman; Jonas Kristoffer Lindeløv
Journal:  Behav Res Methods       Date:  2019-02
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