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dc.contributor.authorBurlingham, Charlie-
dc.contributor.authorMirbagheri, Saghar-
dc.contributor.authorHeeger, David-
dc.date.accessioned2022-03-03T17:01:09Z-
dc.date.available2022-03-03T17:01:09Z-
dc.date.issued2022-03-03-
dc.identifier.citationBurlingham CS, Mirbagheri S, Heeger DJ, A unified model of the task-evoked pupil response, Science Advances, 2022.en
dc.identifier.urihttp://hdl.handle.net/2451/63809-
dc.description.abstractThe pupil dilates and re-constricts 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.en
dc.description.sponsorshipNIH/NEI R01-EY025330en
dc.publisherScience Advancesen
dc.titlePupillometry software toolbox (MATLAB)en
dc.title.alternativeSupplementary material for "A unified model of the task-evoked pupil response"en
dc.typeSoftwareen
Appears in Collections:Heeger Lab Collection

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2 sec.zip2 sec data38.06 MBzip archiveView/Open
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PCDM.zipData analysis code (Matlab)3.53 MBzip archiveView/Open
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