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Network dynamics underlying OFF responses in the auditory cortex

Across sensory systems, complex spatio-temporal patterns of neural activity arise following the onset (ON) and offset (OFF) of stimuli. While ON responses have been widely studied, the mechanisms generating OFF responses in cortical areas have so far not been fully elucidated. We examine here the hy...

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Autores principales: Bondanelli, Giulio, Deneux, Thomas, Bathellier, Brice, Ostojic, Srdjan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8057817/
https://www.ncbi.nlm.nih.gov/pubmed/33759763
http://dx.doi.org/10.7554/eLife.53151
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author Bondanelli, Giulio
Deneux, Thomas
Bathellier, Brice
Ostojic, Srdjan
author_facet Bondanelli, Giulio
Deneux, Thomas
Bathellier, Brice
Ostojic, Srdjan
author_sort Bondanelli, Giulio
collection PubMed
description Across sensory systems, complex spatio-temporal patterns of neural activity arise following the onset (ON) and offset (OFF) of stimuli. While ON responses have been widely studied, the mechanisms generating OFF responses in cortical areas have so far not been fully elucidated. We examine here the hypothesis that OFF responses are single-cell signatures of recurrent interactions at the network level. To test this hypothesis, we performed population analyses of two-photon calcium recordings in the auditory cortex of awake mice listening to auditory stimuli, and compared them to linear single-cell and network models. While the single-cell model explained some prominent features of the data, it could not capture the structure across stimuli and trials. In contrast, the network model accounted for the low-dimensional organization of population responses and their global structure across stimuli, where distinct stimuli activated mostly orthogonal dimensions in the neural state-space.
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spelling pubmed-80578172021-04-22 Network dynamics underlying OFF responses in the auditory cortex Bondanelli, Giulio Deneux, Thomas Bathellier, Brice Ostojic, Srdjan eLife Neuroscience Across sensory systems, complex spatio-temporal patterns of neural activity arise following the onset (ON) and offset (OFF) of stimuli. While ON responses have been widely studied, the mechanisms generating OFF responses in cortical areas have so far not been fully elucidated. We examine here the hypothesis that OFF responses are single-cell signatures of recurrent interactions at the network level. To test this hypothesis, we performed population analyses of two-photon calcium recordings in the auditory cortex of awake mice listening to auditory stimuli, and compared them to linear single-cell and network models. While the single-cell model explained some prominent features of the data, it could not capture the structure across stimuli and trials. In contrast, the network model accounted for the low-dimensional organization of population responses and their global structure across stimuli, where distinct stimuli activated mostly orthogonal dimensions in the neural state-space. eLife Sciences Publications, Ltd 2021-03-24 /pmc/articles/PMC8057817/ /pubmed/33759763 http://dx.doi.org/10.7554/eLife.53151 Text en © 2021, Bondanelli et al 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
Bondanelli, Giulio
Deneux, Thomas
Bathellier, Brice
Ostojic, Srdjan
Network dynamics underlying OFF responses in the auditory cortex
title Network dynamics underlying OFF responses in the auditory cortex
title_full Network dynamics underlying OFF responses in the auditory cortex
title_fullStr Network dynamics underlying OFF responses in the auditory cortex
title_full_unstemmed Network dynamics underlying OFF responses in the auditory cortex
title_short Network dynamics underlying OFF responses in the auditory cortex
title_sort network dynamics underlying off responses in the auditory cortex
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8057817/
https://www.ncbi.nlm.nih.gov/pubmed/33759763
http://dx.doi.org/10.7554/eLife.53151
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