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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2021
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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. |
format | Online Article Text |
id | pubmed-8057817 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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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