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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...

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Autores principales: Murphy, Peter R., Boonstra, Evert, Nieuwenhuis, Sander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
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.
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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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