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Probabilistic and rich individual working memories revealed by a betting game

When asked to remember a color, do people remember a point estimate (e.g., a particular shade of red), a point estimate plus an uncertainty estimate, or are memory representations rich probabilistic distributions over feature space? We asked participants to report the color of a circle held in worki...

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Autores principales: Jabar, Syaheed B., Sreenivasan, Kartik K., Lentzou, Stergiani, Kanabar, Anish, Brady, Timothy F., Fougnie, Daryl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684519/
https://www.ncbi.nlm.nih.gov/pubmed/38017283
http://dx.doi.org/10.1038/s41598-023-48242-x
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author Jabar, Syaheed B.
Sreenivasan, Kartik K.
Lentzou, Stergiani
Kanabar, Anish
Brady, Timothy F.
Fougnie, Daryl
author_facet Jabar, Syaheed B.
Sreenivasan, Kartik K.
Lentzou, Stergiani
Kanabar, Anish
Brady, Timothy F.
Fougnie, Daryl
author_sort Jabar, Syaheed B.
collection PubMed
description When asked to remember a color, do people remember a point estimate (e.g., a particular shade of red), a point estimate plus an uncertainty estimate, or are memory representations rich probabilistic distributions over feature space? We asked participants to report the color of a circle held in working memory. Rather than collecting a single report per trial, we had participants place multiple bets to create trialwise uncertainty distributions. Bet dispersion correlated with performance, indicating that internal uncertainty guided bet placement. While the first bet was on average the most precisely placed, the later bets systematically shifted the distribution closer to the target, resulting in asymmetrical distributions about the first bet. This resulted in memory performance improvements when averaging across bets, and overall suggests that memory representations contain more information than can be conveyed by a single response. The later bets contained target information even when the first response would generally be classified as a guess or report of an incorrect item, suggesting that such failures are not all-or-none. This paradigm provides multiple pieces of evidence that memory representations are rich and probabilistic. Crucially, standard discrete response paradigms underestimate the amount of information in memory representations.
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spelling pubmed-106845192023-11-30 Probabilistic and rich individual working memories revealed by a betting game Jabar, Syaheed B. Sreenivasan, Kartik K. Lentzou, Stergiani Kanabar, Anish Brady, Timothy F. Fougnie, Daryl Sci Rep Article When asked to remember a color, do people remember a point estimate (e.g., a particular shade of red), a point estimate plus an uncertainty estimate, or are memory representations rich probabilistic distributions over feature space? We asked participants to report the color of a circle held in working memory. Rather than collecting a single report per trial, we had participants place multiple bets to create trialwise uncertainty distributions. Bet dispersion correlated with performance, indicating that internal uncertainty guided bet placement. While the first bet was on average the most precisely placed, the later bets systematically shifted the distribution closer to the target, resulting in asymmetrical distributions about the first bet. This resulted in memory performance improvements when averaging across bets, and overall suggests that memory representations contain more information than can be conveyed by a single response. The later bets contained target information even when the first response would generally be classified as a guess or report of an incorrect item, suggesting that such failures are not all-or-none. This paradigm provides multiple pieces of evidence that memory representations are rich and probabilistic. Crucially, standard discrete response paradigms underestimate the amount of information in memory representations. Nature Publishing Group UK 2023-11-27 /pmc/articles/PMC10684519/ /pubmed/38017283 http://dx.doi.org/10.1038/s41598-023-48242-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Jabar, Syaheed B.
Sreenivasan, Kartik K.
Lentzou, Stergiani
Kanabar, Anish
Brady, Timothy F.
Fougnie, Daryl
Probabilistic and rich individual working memories revealed by a betting game
title Probabilistic and rich individual working memories revealed by a betting game
title_full Probabilistic and rich individual working memories revealed by a betting game
title_fullStr Probabilistic and rich individual working memories revealed by a betting game
title_full_unstemmed Probabilistic and rich individual working memories revealed by a betting game
title_short Probabilistic and rich individual working memories revealed by a betting game
title_sort probabilistic and rich individual working memories revealed by a betting game
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684519/
https://www.ncbi.nlm.nih.gov/pubmed/38017283
http://dx.doi.org/10.1038/s41598-023-48242-x
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