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Single-trial neural dynamics are dominated by richly varied movements

When experts are immersed in a task, do their brains prioritize task-related activity? Most efforts to understand neural activity during well-learned tasks focus on cognitive computations and task-related movements. We wondered whether task-performing animals explore a broader movement landscape, an...

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Detalles Bibliográficos
Autores principales: Musall, Simon, Kaufman, Matthew T., Juavinett, Ashley L., Gluf, Steven, Churchland, Anne K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6768091/
https://www.ncbi.nlm.nih.gov/pubmed/31551604
http://dx.doi.org/10.1038/s41593-019-0502-4
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author Musall, Simon
Kaufman, Matthew T.
Juavinett, Ashley L.
Gluf, Steven
Churchland, Anne K.
author_facet Musall, Simon
Kaufman, Matthew T.
Juavinett, Ashley L.
Gluf, Steven
Churchland, Anne K.
author_sort Musall, Simon
collection PubMed
description When experts are immersed in a task, do their brains prioritize task-related activity? Most efforts to understand neural activity during well-learned tasks focus on cognitive computations and task-related movements. We wondered whether task-performing animals explore a broader movement landscape, and how this impacts neural activity. We characterized movements using video and other sensors and measured neural activity using widefield and two-photon imaging. Cortex-wide activity was dominated by movements, especially uninstructed movements not required for the task. Some uninstructed movements were aligned to trial events. Accounting for them revealed that neurons with similar trial-averaged activity often reflected utterly different combinations of cognitive and movement variables. Other movements occurred idiosyncratically, accounting for trial-by-trial fluctuations that are often considered “noise”. This held true throughout task-learning and for extracellular Neuropixels recordings that included subcortical areas. Our observations argue that animals execute expert decisions while performing richly varied, uninstructed movements that profoundly shape neural activity.
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spelling pubmed-67680912020-03-24 Single-trial neural dynamics are dominated by richly varied movements Musall, Simon Kaufman, Matthew T. Juavinett, Ashley L. Gluf, Steven Churchland, Anne K. Nat Neurosci Article When experts are immersed in a task, do their brains prioritize task-related activity? Most efforts to understand neural activity during well-learned tasks focus on cognitive computations and task-related movements. We wondered whether task-performing animals explore a broader movement landscape, and how this impacts neural activity. We characterized movements using video and other sensors and measured neural activity using widefield and two-photon imaging. Cortex-wide activity was dominated by movements, especially uninstructed movements not required for the task. Some uninstructed movements were aligned to trial events. Accounting for them revealed that neurons with similar trial-averaged activity often reflected utterly different combinations of cognitive and movement variables. Other movements occurred idiosyncratically, accounting for trial-by-trial fluctuations that are often considered “noise”. This held true throughout task-learning and for extracellular Neuropixels recordings that included subcortical areas. Our observations argue that animals execute expert decisions while performing richly varied, uninstructed movements that profoundly shape neural activity. 2019-09-24 2019-10 /pmc/articles/PMC6768091/ /pubmed/31551604 http://dx.doi.org/10.1038/s41593-019-0502-4 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Musall, Simon
Kaufman, Matthew T.
Juavinett, Ashley L.
Gluf, Steven
Churchland, Anne K.
Single-trial neural dynamics are dominated by richly varied movements
title Single-trial neural dynamics are dominated by richly varied movements
title_full Single-trial neural dynamics are dominated by richly varied movements
title_fullStr Single-trial neural dynamics are dominated by richly varied movements
title_full_unstemmed Single-trial neural dynamics are dominated by richly varied movements
title_short Single-trial neural dynamics are dominated by richly varied movements
title_sort single-trial neural dynamics are dominated by richly varied movements
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6768091/
https://www.ncbi.nlm.nih.gov/pubmed/31551604
http://dx.doi.org/10.1038/s41593-019-0502-4
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