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

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 f...

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Autores principales: Schapiro, Kyra, Josić, Krešimir, Kilpatrick, Zachary P, Gold, Joshua I
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005192/
https://www.ncbi.nlm.nih.gov/pubmed/35289747
http://dx.doi.org/10.7554/eLife.73610
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author Schapiro, Kyra
Josić, Krešimir
Kilpatrick, Zachary P
Gold, Joshua I
author_facet Schapiro, Kyra
Josić, Krešimir
Kilpatrick, Zachary P
Gold, Joshua I
author_sort Schapiro, Kyra
collection PubMed
description 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.
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spelling pubmed-90051922022-04-13 Strategy-dependent effects of working-memory limitations on human perceptual decision-making Schapiro, Kyra Josić, Krešimir Kilpatrick, Zachary P Gold, Joshua I eLife Computational and Systems Biology 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. eLife Sciences Publications, Ltd 2022-03-15 /pmc/articles/PMC9005192/ /pubmed/35289747 http://dx.doi.org/10.7554/eLife.73610 Text en © 2022, Schapiro et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Computational and Systems Biology
Schapiro, Kyra
Josić, Krešimir
Kilpatrick, Zachary P
Gold, Joshua I
Strategy-dependent effects of working-memory limitations on human perceptual decision-making
title Strategy-dependent effects of working-memory limitations on human perceptual decision-making
title_full Strategy-dependent effects of working-memory limitations on human perceptual decision-making
title_fullStr Strategy-dependent effects of working-memory limitations on human perceptual decision-making
title_full_unstemmed Strategy-dependent effects of working-memory limitations on human perceptual decision-making
title_short Strategy-dependent effects of working-memory limitations on human perceptual decision-making
title_sort strategy-dependent effects of working-memory limitations on human perceptual decision-making
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005192/
https://www.ncbi.nlm.nih.gov/pubmed/35289747
http://dx.doi.org/10.7554/eLife.73610
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