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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2020
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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. |
format | Online Article Text |
id | pubmed-7105376 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT hullcourt predictionsignalsinthecerebellumbeyondsupervisedmotorlearning |