A cerebellar mechanism for learning prior distributions of time intervals

Human timing behavior is biased towards previously encountered intervals and is predicted by Bayesian models. Here, the authors develop a computational model based in properties of the cerebellum to show how we might encode time estimates based on prior experience.

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Bibliographic Details
Main Authors:	Devika Narain, Evan D. Remington, Chris I. De Zeeuw, Mehrdad Jazayeri
Format:	article
Language:	EN
Published:	Nature Portfolio 2018
Subjects:	Science Q
Online Access:	https://doaj.org/article/99408eb0b9f447f8b7ecd40e18e23f5b
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id	oai:doaj.org-article:99408eb0b9f447f8b7ecd40e18e23f5b
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spelling	oai:doaj.org-article:99408eb0b9f447f8b7ecd40e18e23f5b2021-12-02T14:39:28ZA cerebellar mechanism for learning prior distributions of time intervals10.1038/s41467-017-02516-x2041-1723https://doaj.org/article/99408eb0b9f447f8b7ecd40e18e23f5b2018-02-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-02516-xhttps://doaj.org/toc/2041-1723Human timing behavior is biased towards previously encountered intervals and is predicted by Bayesian models. Here, the authors develop a computational model based in properties of the cerebellum to show how we might encode time estimates based on prior experience.Devika NarainEvan D. RemingtonChris I. De ZeeuwMehrdad JazayeriNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-12 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Devika Narain Evan D. Remington Chris I. De Zeeuw Mehrdad Jazayeri A cerebellar mechanism for learning prior distributions of time intervals
description	Human timing behavior is biased towards previously encountered intervals and is predicted by Bayesian models. Here, the authors develop a computational model based in properties of the cerebellum to show how we might encode time estimates based on prior experience.
format	article
author	Devika Narain Evan D. Remington Chris I. De Zeeuw Mehrdad Jazayeri
author_facet	Devika Narain Evan D. Remington Chris I. De Zeeuw Mehrdad Jazayeri
author_sort	Devika Narain
title	A cerebellar mechanism for learning prior distributions of time intervals
title_short	A cerebellar mechanism for learning prior distributions of time intervals
title_full	A cerebellar mechanism for learning prior distributions of time intervals
title_fullStr	A cerebellar mechanism for learning prior distributions of time intervals
title_full_unstemmed	A cerebellar mechanism for learning prior distributions of time intervals
title_sort	cerebellar mechanism for learning prior distributions of time intervals
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/99408eb0b9f447f8b7ecd40e18e23f5b
work_keys_str_mv	AT devikanarain acerebellarmechanismforlearningpriordistributionsoftimeintervals AT evandremington acerebellarmechanismforlearningpriordistributionsoftimeintervals AT chrisidezeeuw acerebellarmechanismforlearningpriordistributionsoftimeintervals AT mehrdadjazayeri acerebellarmechanismforlearningpriordistributionsoftimeintervals AT devikanarain cerebellarmechanismforlearningpriordistributionsoftimeintervals AT evandremington cerebellarmechanismforlearningpriordistributionsoftimeintervals AT chrisidezeeuw cerebellarmechanismforlearningpriordistributionsoftimeintervals AT mehrdadjazayeri cerebellarmechanismforlearningpriordistributionsoftimeintervals
_version_	1718390606508589056

A cerebellar mechanism for learning prior distributions of time intervals

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