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Monkeys and humans take local uncertainty into account when localizing a change
Since sensory measurements are noisy, an observer is rarely certain about the identity of a stimulus. In visual perception tasks, observers generally take their uncertainty about a stimulus into account when doing so helps task performance. Whether the same holds in visual working memory tasks is la...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5588915/ https://www.ncbi.nlm.nih.gov/pubmed/28877535 http://dx.doi.org/10.1167/17.11.4 |
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author | Devkar, Deepna Wright, Anthony A. Ma, Wei Ji |
author_facet | Devkar, Deepna Wright, Anthony A. Ma, Wei Ji |
author_sort | Devkar, Deepna |
collection | PubMed |
description | Since sensory measurements are noisy, an observer is rarely certain about the identity of a stimulus. In visual perception tasks, observers generally take their uncertainty about a stimulus into account when doing so helps task performance. Whether the same holds in visual working memory tasks is largely unknown. Ten human and two monkey subjects localized a single change in orientation between a sample display containing three ellipses and a test display containing two ellipses. To manipulate uncertainty, we varied the reliability of orientation information by making each ellipse more or less elongated (two levels); reliability was independent across the stimuli. In both species, a variable-precision encoding model equipped with an “uncertainty–indifferent” decision rule, which uses only the noisy memories, fitted the data poorly. In both species, a much better fit was provided by a model in which the observer also takes the levels of reliability-driven uncertainty associated with the memories into account. In particular, a measured change in a low-reliability stimulus was given lower weight than the same change in a high-reliability stimulus. We did not find strong evidence that observers took reliability-independent variations in uncertainty into account. Our results illustrate the importance of studying the decision stage in comparison tasks and provide further evidence for evolutionary continuity of working memory systems between monkeys and humans. |
format | Online Article Text |
id | pubmed-5588915 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-55889152017-09-13 Monkeys and humans take local uncertainty into account when localizing a change Devkar, Deepna Wright, Anthony A. Ma, Wei Ji J Vis Article Since sensory measurements are noisy, an observer is rarely certain about the identity of a stimulus. In visual perception tasks, observers generally take their uncertainty about a stimulus into account when doing so helps task performance. Whether the same holds in visual working memory tasks is largely unknown. Ten human and two monkey subjects localized a single change in orientation between a sample display containing three ellipses and a test display containing two ellipses. To manipulate uncertainty, we varied the reliability of orientation information by making each ellipse more or less elongated (two levels); reliability was independent across the stimuli. In both species, a variable-precision encoding model equipped with an “uncertainty–indifferent” decision rule, which uses only the noisy memories, fitted the data poorly. In both species, a much better fit was provided by a model in which the observer also takes the levels of reliability-driven uncertainty associated with the memories into account. In particular, a measured change in a low-reliability stimulus was given lower weight than the same change in a high-reliability stimulus. We did not find strong evidence that observers took reliability-independent variations in uncertainty into account. Our results illustrate the importance of studying the decision stage in comparison tasks and provide further evidence for evolutionary continuity of working memory systems between monkeys and humans. The Association for Research in Vision and Ophthalmology 2017-09-06 /pmc/articles/PMC5588915/ /pubmed/28877535 http://dx.doi.org/10.1167/17.11.4 Text en Copyright 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Article Devkar, Deepna Wright, Anthony A. Ma, Wei Ji Monkeys and humans take local uncertainty into account when localizing a change |
title | Monkeys and humans take local uncertainty into account when localizing a change |
title_full | Monkeys and humans take local uncertainty into account when localizing a change |
title_fullStr | Monkeys and humans take local uncertainty into account when localizing a change |
title_full_unstemmed | Monkeys and humans take local uncertainty into account when localizing a change |
title_short | Monkeys and humans take local uncertainty into account when localizing a change |
title_sort | monkeys and humans take local uncertainty into account when localizing a change |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5588915/ https://www.ncbi.nlm.nih.gov/pubmed/28877535 http://dx.doi.org/10.1167/17.11.4 |
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