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Global gain modulation generates time-dependent urgency during perceptual choice in humans
Decision-makers must often balance the desire to accumulate information with the costs of protracted deliberation. Optimal, reward-maximizing decision-making can require dynamic adjustment of this speed/accuracy trade-off over the course of a single decision. However, it is unclear whether humans ar...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5123079/ https://www.ncbi.nlm.nih.gov/pubmed/27882927 http://dx.doi.org/10.1038/ncomms13526 |
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author | Murphy, Peter R. Boonstra, Evert Nieuwenhuis, Sander |
author_facet | Murphy, Peter R. Boonstra, Evert Nieuwenhuis, Sander |
author_sort | Murphy, Peter R. |
collection | PubMed |
description | Decision-makers must often balance the desire to accumulate information with the costs of protracted deliberation. Optimal, reward-maximizing decision-making can require dynamic adjustment of this speed/accuracy trade-off over the course of a single decision. However, it is unclear whether humans are capable of such time-dependent adjustments. Here, we identify several signatures of time-dependency in human perceptual decision-making and highlight their possible neural source. Behavioural and model-based analyses reveal that subjects respond to deadline-induced speed pressure by lowering their criterion on accumulated perceptual evidence as the deadline approaches. In the brain, this effect is reflected in evidence-independent urgency that pushes decision-related motor preparation signals closer to a fixed threshold. Moreover, we show that global modulation of neural gain, as indexed by task-related fluctuations in pupil diameter, is a plausible biophysical mechanism for the generation of this urgency. These findings establish context-sensitive time-dependency as a critical feature of human decision-making. |
format | Online Article Text |
id | pubmed-5123079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-51230792016-11-29 Global gain modulation generates time-dependent urgency during perceptual choice in humans Murphy, Peter R. Boonstra, Evert Nieuwenhuis, Sander Nat Commun Article Decision-makers must often balance the desire to accumulate information with the costs of protracted deliberation. Optimal, reward-maximizing decision-making can require dynamic adjustment of this speed/accuracy trade-off over the course of a single decision. However, it is unclear whether humans are capable of such time-dependent adjustments. Here, we identify several signatures of time-dependency in human perceptual decision-making and highlight their possible neural source. Behavioural and model-based analyses reveal that subjects respond to deadline-induced speed pressure by lowering their criterion on accumulated perceptual evidence as the deadline approaches. In the brain, this effect is reflected in evidence-independent urgency that pushes decision-related motor preparation signals closer to a fixed threshold. Moreover, we show that global modulation of neural gain, as indexed by task-related fluctuations in pupil diameter, is a plausible biophysical mechanism for the generation of this urgency. These findings establish context-sensitive time-dependency as a critical feature of human decision-making. Nature Publishing Group 2016-11-24 /pmc/articles/PMC5123079/ /pubmed/27882927 http://dx.doi.org/10.1038/ncomms13526 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Murphy, Peter R. Boonstra, Evert Nieuwenhuis, Sander Global gain modulation generates time-dependent urgency during perceptual choice in humans |
title | Global gain modulation generates time-dependent urgency during perceptual choice in humans |
title_full | Global gain modulation generates time-dependent urgency during perceptual choice in humans |
title_fullStr | Global gain modulation generates time-dependent urgency during perceptual choice in humans |
title_full_unstemmed | Global gain modulation generates time-dependent urgency during perceptual choice in humans |
title_short | Global gain modulation generates time-dependent urgency during perceptual choice in humans |
title_sort | global gain modulation generates time-dependent urgency during perceptual choice in humans |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5123079/ https://www.ncbi.nlm.nih.gov/pubmed/27882927 http://dx.doi.org/10.1038/ncomms13526 |
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