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A unified model of the task-evoked pupil response

The pupil dilates and reconstricts following task events. It is popular to model this task-evoked pupil response as a linear transformation of event-locked impulses, whose amplitudes are used as estimates of arousal. We show that this model is incorrect and propose an alternative model based on the...

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Autores principales: Burlingham, Charlie S., Mirbagheri, Saghar, Heeger, David J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9020670/
https://www.ncbi.nlm.nih.gov/pubmed/35442730
http://dx.doi.org/10.1126/sciadv.abi9979
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author Burlingham, Charlie S.
Mirbagheri, Saghar
Heeger, David J.
author_facet Burlingham, Charlie S.
Mirbagheri, Saghar
Heeger, David J.
author_sort Burlingham, Charlie S.
collection PubMed
description The pupil dilates and reconstricts following task events. It is popular to model this task-evoked pupil response as a linear transformation of event-locked impulses, whose amplitudes are used as estimates of arousal. We show that this model is incorrect and propose an alternative model based on the physiological finding that a common neural input drives saccades and pupil size. The estimates of arousal from our model agreed with key predictions: Arousal scaled with task difficulty and behavioral performance but was invariant to small differences in trial duration. Moreover, the model offers a unified explanation for a wide range of phenomena: entrainment of pupil size and saccades to task timing, modulation of pupil response amplitude and noise with task difficulty, reaction time–dependent modulation of pupil response timing and amplitude, a constrictory pupil response time-locked to saccades, and task-dependent distortion of this saccade-locked pupil response.
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spelling pubmed-90206702022-05-03 A unified model of the task-evoked pupil response Burlingham, Charlie S. Mirbagheri, Saghar Heeger, David J. Sci Adv Neuroscience The pupil dilates and reconstricts following task events. It is popular to model this task-evoked pupil response as a linear transformation of event-locked impulses, whose amplitudes are used as estimates of arousal. We show that this model is incorrect and propose an alternative model based on the physiological finding that a common neural input drives saccades and pupil size. The estimates of arousal from our model agreed with key predictions: Arousal scaled with task difficulty and behavioral performance but was invariant to small differences in trial duration. Moreover, the model offers a unified explanation for a wide range of phenomena: entrainment of pupil size and saccades to task timing, modulation of pupil response amplitude and noise with task difficulty, reaction time–dependent modulation of pupil response timing and amplitude, a constrictory pupil response time-locked to saccades, and task-dependent distortion of this saccade-locked pupil response. American Association for the Advancement of Science 2022-04-20 /pmc/articles/PMC9020670/ /pubmed/35442730 http://dx.doi.org/10.1126/sciadv.abi9979 Text en Copyright © 2022 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Neuroscience
Burlingham, Charlie S.
Mirbagheri, Saghar
Heeger, David J.
A unified model of the task-evoked pupil response
title A unified model of the task-evoked pupil response
title_full A unified model of the task-evoked pupil response
title_fullStr A unified model of the task-evoked pupil response
title_full_unstemmed A unified model of the task-evoked pupil response
title_short A unified model of the task-evoked pupil response
title_sort unified model of the task-evoked pupil response
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9020670/
https://www.ncbi.nlm.nih.gov/pubmed/35442730
http://dx.doi.org/10.1126/sciadv.abi9979
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