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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2019
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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. |
format | Online Article Text |
id | pubmed-6768091 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
record_format | MEDLINE/PubMed |
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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