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Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities

Trial-by-trial correlations between neural responses and choices (choice probabilities) are often interpreted to reflect a causal contribution of neurons to task performance. However, choice probabilities may arise from top-down, rather than bottom-up, signals. We isolated distinct sensory and decis...

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Detalles Bibliográficos
Autores principales: Zaidel, Adam, DeAngelis, Gregory C., Angelaki, Dora E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5620044/
https://www.ncbi.nlm.nih.gov/pubmed/28959018
http://dx.doi.org/10.1038/s41467-017-00766-3
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author Zaidel, Adam
DeAngelis, Gregory C.
Angelaki, Dora E.
author_facet Zaidel, Adam
DeAngelis, Gregory C.
Angelaki, Dora E.
author_sort Zaidel, Adam
collection PubMed
description Trial-by-trial correlations between neural responses and choices (choice probabilities) are often interpreted to reflect a causal contribution of neurons to task performance. However, choice probabilities may arise from top-down, rather than bottom-up, signals. We isolated distinct sensory and decision contributions to single-unit activity recorded from the dorsal medial superior temporal (MSTd) and ventral intraparietal (VIP) areas of monkeys during perception of self-motion. Superficially, neurons in both areas show similar tuning curves during task performance. However, tuning in MSTd neurons primarily reflects sensory inputs, whereas choice-related signals dominate tuning in VIP neurons. Importantly, the choice-related activity of VIP neurons is not predictable from their stimulus tuning, and these factors are often confounded in choice probability measurements. This finding was confirmed in a subset of neurons for which stimulus tuning was measured during passive fixation. Our findings reveal decoupled stimulus and choice signals in the VIP area, and challenge our understanding of choice signals in the brain.
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spelling pubmed-56200442017-10-02 Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities Zaidel, Adam DeAngelis, Gregory C. Angelaki, Dora E. Nat Commun Article Trial-by-trial correlations between neural responses and choices (choice probabilities) are often interpreted to reflect a causal contribution of neurons to task performance. However, choice probabilities may arise from top-down, rather than bottom-up, signals. We isolated distinct sensory and decision contributions to single-unit activity recorded from the dorsal medial superior temporal (MSTd) and ventral intraparietal (VIP) areas of monkeys during perception of self-motion. Superficially, neurons in both areas show similar tuning curves during task performance. However, tuning in MSTd neurons primarily reflects sensory inputs, whereas choice-related signals dominate tuning in VIP neurons. Importantly, the choice-related activity of VIP neurons is not predictable from their stimulus tuning, and these factors are often confounded in choice probability measurements. This finding was confirmed in a subset of neurons for which stimulus tuning was measured during passive fixation. Our findings reveal decoupled stimulus and choice signals in the VIP area, and challenge our understanding of choice signals in the brain. Nature Publishing Group UK 2017-09-28 /pmc/articles/PMC5620044/ /pubmed/28959018 http://dx.doi.org/10.1038/s41467-017-00766-3 Text en © The Author(s) 2017 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Zaidel, Adam
DeAngelis, Gregory C.
Angelaki, Dora E.
Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities
title Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities
title_full Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities
title_fullStr Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities
title_full_unstemmed Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities
title_short Decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities
title_sort decoupled choice-driven and stimulus-related activity in parietal neurons may be misrepresented by choice probabilities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5620044/
https://www.ncbi.nlm.nih.gov/pubmed/28959018
http://dx.doi.org/10.1038/s41467-017-00766-3
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