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Sequential transmission of task-relevant information in cortical neuronal networks

Cortical processing of task-relevant information enables recognition of behaviorally meaningful sensory events. It is unclear how task-related information is represented within cortical networks by the activity of individual neurons and their functional interactions. Here, we use two-photon imaging...

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Autores principales: Francis, Nikolas A., Mukherjee, Shoutik, Koçillari, Loren, Panzeri, Stefano, Babadi, Behtash, Kanold, Patrick O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387204/
https://www.ncbi.nlm.nih.gov/pubmed/35649366
http://dx.doi.org/10.1016/j.celrep.2022.110878
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author Francis, Nikolas A.
Mukherjee, Shoutik
Koçillari, Loren
Panzeri, Stefano
Babadi, Behtash
Kanold, Patrick O.
author_facet Francis, Nikolas A.
Mukherjee, Shoutik
Koçillari, Loren
Panzeri, Stefano
Babadi, Behtash
Kanold, Patrick O.
author_sort Francis, Nikolas A.
collection PubMed
description Cortical processing of task-relevant information enables recognition of behaviorally meaningful sensory events. It is unclear how task-related information is represented within cortical networks by the activity of individual neurons and their functional interactions. Here, we use two-photon imaging to record neuronal activity from the primary auditory cortex of mice during a pure-tone discrimination task. We find that a subset of neurons transiently encode sensory information used to inform behavioral choice. Using Granger causality analysis, we show that these neurons form functional networks in which information transmits sequentially. Network structures differ for target versus non-target tones, encode behavioral choice, and differ between correct versus incorrect behavioral choices. Correct behavioral choices are associated with shorter communication timescales, larger functional correlations, and greater information redundancy. In summary, specialized neurons in primary auditory cortex integrate task-related information and form functional networks whose structures encode both sensory input and behavioral choice.
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spelling pubmed-93872042022-08-18 Sequential transmission of task-relevant information in cortical neuronal networks Francis, Nikolas A. Mukherjee, Shoutik Koçillari, Loren Panzeri, Stefano Babadi, Behtash Kanold, Patrick O. Cell Rep Article Cortical processing of task-relevant information enables recognition of behaviorally meaningful sensory events. It is unclear how task-related information is represented within cortical networks by the activity of individual neurons and their functional interactions. Here, we use two-photon imaging to record neuronal activity from the primary auditory cortex of mice during a pure-tone discrimination task. We find that a subset of neurons transiently encode sensory information used to inform behavioral choice. Using Granger causality analysis, we show that these neurons form functional networks in which information transmits sequentially. Network structures differ for target versus non-target tones, encode behavioral choice, and differ between correct versus incorrect behavioral choices. Correct behavioral choices are associated with shorter communication timescales, larger functional correlations, and greater information redundancy. In summary, specialized neurons in primary auditory cortex integrate task-related information and form functional networks whose structures encode both sensory input and behavioral choice. 2022-05-31 /pmc/articles/PMC9387204/ /pubmed/35649366 http://dx.doi.org/10.1016/j.celrep.2022.110878 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Francis, Nikolas A.
Mukherjee, Shoutik
Koçillari, Loren
Panzeri, Stefano
Babadi, Behtash
Kanold, Patrick O.
Sequential transmission of task-relevant information in cortical neuronal networks
title Sequential transmission of task-relevant information in cortical neuronal networks
title_full Sequential transmission of task-relevant information in cortical neuronal networks
title_fullStr Sequential transmission of task-relevant information in cortical neuronal networks
title_full_unstemmed Sequential transmission of task-relevant information in cortical neuronal networks
title_short Sequential transmission of task-relevant information in cortical neuronal networks
title_sort sequential transmission of task-relevant information in cortical neuronal networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387204/
https://www.ncbi.nlm.nih.gov/pubmed/35649366
http://dx.doi.org/10.1016/j.celrep.2022.110878
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