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Stimulus-dependent representational drift in primary visual cortex

To produce consistent sensory perception, neurons must maintain stable representations of sensory input. However, neurons in many regions exhibit progressive drift across days. Longitudinal studies have found stable responses to artificial stimuli across sessions in visual areas, but it is unclear w...

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Detalles Bibliográficos
Autores principales: Marks, Tyler D., Goard, Michael J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397766/
https://www.ncbi.nlm.nih.gov/pubmed/34453051
http://dx.doi.org/10.1038/s41467-021-25436-3
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author Marks, Tyler D.
Goard, Michael J.
author_facet Marks, Tyler D.
Goard, Michael J.
author_sort Marks, Tyler D.
collection PubMed
description To produce consistent sensory perception, neurons must maintain stable representations of sensory input. However, neurons in many regions exhibit progressive drift across days. Longitudinal studies have found stable responses to artificial stimuli across sessions in visual areas, but it is unclear whether this stability extends to naturalistic stimuli. We performed chronic 2-photon imaging of mouse V1 populations to directly compare the representational stability of artificial versus naturalistic visual stimuli over weeks. Responses to gratings were highly stable across sessions. However, neural responses to naturalistic movies exhibited progressive representational drift across sessions. Differential drift was present across cortical layers, in inhibitory interneurons, and could not be explained by differential response strength or higher order stimulus statistics. However, representational drift was accompanied by similar differential changes in local population correlation structure. These results suggest representational stability in V1 is stimulus-dependent and may relate to differences in preexisting circuit architecture of co-tuned neurons.
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spelling pubmed-83977662021-09-24 Stimulus-dependent representational drift in primary visual cortex Marks, Tyler D. Goard, Michael J. Nat Commun Article To produce consistent sensory perception, neurons must maintain stable representations of sensory input. However, neurons in many regions exhibit progressive drift across days. Longitudinal studies have found stable responses to artificial stimuli across sessions in visual areas, but it is unclear whether this stability extends to naturalistic stimuli. We performed chronic 2-photon imaging of mouse V1 populations to directly compare the representational stability of artificial versus naturalistic visual stimuli over weeks. Responses to gratings were highly stable across sessions. However, neural responses to naturalistic movies exhibited progressive representational drift across sessions. Differential drift was present across cortical layers, in inhibitory interneurons, and could not be explained by differential response strength or higher order stimulus statistics. However, representational drift was accompanied by similar differential changes in local population correlation structure. These results suggest representational stability in V1 is stimulus-dependent and may relate to differences in preexisting circuit architecture of co-tuned neurons. Nature Publishing Group UK 2021-08-27 /pmc/articles/PMC8397766/ /pubmed/34453051 http://dx.doi.org/10.1038/s41467-021-25436-3 Text en © The Author(s) 2021, corrected publication 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Marks, Tyler D.
Goard, Michael J.
Stimulus-dependent representational drift in primary visual cortex
title Stimulus-dependent representational drift in primary visual cortex
title_full Stimulus-dependent representational drift in primary visual cortex
title_fullStr Stimulus-dependent representational drift in primary visual cortex
title_full_unstemmed Stimulus-dependent representational drift in primary visual cortex
title_short Stimulus-dependent representational drift in primary visual cortex
title_sort stimulus-dependent representational drift in primary visual cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397766/
https://www.ncbi.nlm.nih.gov/pubmed/34453051
http://dx.doi.org/10.1038/s41467-021-25436-3
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