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Categorical judgments do not modify sensory representations in working memory

Categorical judgments can systematically bias the perceptual interpretation of stimulus features. However, it remained unclear whether categorical judgments directly modify working memory representations or, alternatively, generate these biases via an inference process down-stream from working memor...

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Detalles Bibliográficos
Autores principales: Luu, Long, Stocker, Alan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8195411/
https://www.ncbi.nlm.nih.gov/pubmed/34061849
http://dx.doi.org/10.1371/journal.pcbi.1008968
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author Luu, Long
Stocker, Alan A.
author_facet Luu, Long
Stocker, Alan A.
author_sort Luu, Long
collection PubMed
description Categorical judgments can systematically bias the perceptual interpretation of stimulus features. However, it remained unclear whether categorical judgments directly modify working memory representations or, alternatively, generate these biases via an inference process down-stream from working memory. To address this question we ran two novel psychophysical experiments in which human subjects had to reverse their categorical judgments about a stimulus feature, if incorrect, before providing an estimate of the feature. If categorical judgments indeed directly altered sensory representations in working memory, subjects’ estimates should reflect some aspects of their initial (incorrect) categorical judgment in those trials. We found no traces of the initial categorical judgment. Rather, subjects seemed to be able to flexibly switch their categorical judgment if needed and use the correct corresponding categorical prior to properly perform feature inference. A cross-validated model comparison also revealed that feedback may lead to selective memory recall such that only memory samples that are consistent with the categorical judgment are accepted for the inference process. Our results suggest that categorical judgments do not modify sensory information in working memory but rather act as top-down expectations in the subsequent sensory recall and inference process.
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spelling pubmed-81954112021-06-21 Categorical judgments do not modify sensory representations in working memory Luu, Long Stocker, Alan A. PLoS Comput Biol Research Article Categorical judgments can systematically bias the perceptual interpretation of stimulus features. However, it remained unclear whether categorical judgments directly modify working memory representations or, alternatively, generate these biases via an inference process down-stream from working memory. To address this question we ran two novel psychophysical experiments in which human subjects had to reverse their categorical judgments about a stimulus feature, if incorrect, before providing an estimate of the feature. If categorical judgments indeed directly altered sensory representations in working memory, subjects’ estimates should reflect some aspects of their initial (incorrect) categorical judgment in those trials. We found no traces of the initial categorical judgment. Rather, subjects seemed to be able to flexibly switch their categorical judgment if needed and use the correct corresponding categorical prior to properly perform feature inference. A cross-validated model comparison also revealed that feedback may lead to selective memory recall such that only memory samples that are consistent with the categorical judgment are accepted for the inference process. Our results suggest that categorical judgments do not modify sensory information in working memory but rather act as top-down expectations in the subsequent sensory recall and inference process. Public Library of Science 2021-06-01 /pmc/articles/PMC8195411/ /pubmed/34061849 http://dx.doi.org/10.1371/journal.pcbi.1008968 Text en © 2021 Luu, Stocker https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Luu, Long
Stocker, Alan A.
Categorical judgments do not modify sensory representations in working memory
title Categorical judgments do not modify sensory representations in working memory
title_full Categorical judgments do not modify sensory representations in working memory
title_fullStr Categorical judgments do not modify sensory representations in working memory
title_full_unstemmed Categorical judgments do not modify sensory representations in working memory
title_short Categorical judgments do not modify sensory representations in working memory
title_sort categorical judgments do not modify sensory representations in working memory
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8195411/
https://www.ncbi.nlm.nih.gov/pubmed/34061849
http://dx.doi.org/10.1371/journal.pcbi.1008968
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