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Prediction signals in the cerebellum: Beyond supervised motor learning

While classical views of cerebellar learning have suggested that this structure predominantly operates according to an error-based supervised learning rule to refine movements, emerging evidence suggests that the cerebellum may also harness a wider range of learning rules to contribute to a variety...

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Detalles Bibliográficos
Autor principal: Hull, Court
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7105376/
https://www.ncbi.nlm.nih.gov/pubmed/32223891
http://dx.doi.org/10.7554/eLife.54073
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author Hull, Court
author_facet Hull, Court
author_sort Hull, Court
collection PubMed
description While classical views of cerebellar learning have suggested that this structure predominantly operates according to an error-based supervised learning rule to refine movements, emerging evidence suggests that the cerebellum may also harness a wider range of learning rules to contribute to a variety of behaviors, including cognitive processes. Together, such evidence points to a broad role for cerebellar circuits in generating and testing predictions about movement, reward, and other non-motor operations. However, this expanded view of cerebellar processing also raises many new questions about how such apparent diversity of function arises from a structure with striking homogeneity. Hence, this review will highlight both current evidence for predictive cerebellar circuit function that extends beyond the classical view of error-driven supervised learning, as well as open questions that must be addressed to unify our understanding cerebellar circuit function.
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spelling pubmed-71053762020-04-01 Prediction signals in the cerebellum: Beyond supervised motor learning Hull, Court eLife Neuroscience While classical views of cerebellar learning have suggested that this structure predominantly operates according to an error-based supervised learning rule to refine movements, emerging evidence suggests that the cerebellum may also harness a wider range of learning rules to contribute to a variety of behaviors, including cognitive processes. Together, such evidence points to a broad role for cerebellar circuits in generating and testing predictions about movement, reward, and other non-motor operations. However, this expanded view of cerebellar processing also raises many new questions about how such apparent diversity of function arises from a structure with striking homogeneity. Hence, this review will highlight both current evidence for predictive cerebellar circuit function that extends beyond the classical view of error-driven supervised learning, as well as open questions that must be addressed to unify our understanding cerebellar circuit function. eLife Sciences Publications, Ltd 2020-03-30 /pmc/articles/PMC7105376/ /pubmed/32223891 http://dx.doi.org/10.7554/eLife.54073 Text en © 2020, Hull https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Neuroscience
Hull, Court
Prediction signals in the cerebellum: Beyond supervised motor learning
title Prediction signals in the cerebellum: Beyond supervised motor learning
title_full Prediction signals in the cerebellum: Beyond supervised motor learning
title_fullStr Prediction signals in the cerebellum: Beyond supervised motor learning
title_full_unstemmed Prediction signals in the cerebellum: Beyond supervised motor learning
title_short Prediction signals in the cerebellum: Beyond supervised motor learning
title_sort prediction signals in the cerebellum: beyond supervised motor learning
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7105376/
https://www.ncbi.nlm.nih.gov/pubmed/32223891
http://dx.doi.org/10.7554/eLife.54073
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