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Stable sound decoding despite modulated sound representation in the auditory cortex

The activity of neurons in the auditory cortex is driven by both sounds and non-sensory context. To investigate the neuronal correlates of non-sensory context, we trained head-fixed mice to perform a two-alternative choice auditory task in which either reward or stimulus expectation (prior) was mani...

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Detalles Bibliográficos
Autores principales: Funamizu, Akihiro, Marbach, Fred, Zador, Anthony M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515783/
https://www.ncbi.nlm.nih.gov/pubmed/37745428
http://dx.doi.org/10.1101/2023.01.31.526457
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author Funamizu, Akihiro
Marbach, Fred
Zador, Anthony M
author_facet Funamizu, Akihiro
Marbach, Fred
Zador, Anthony M
author_sort Funamizu, Akihiro
collection PubMed
description The activity of neurons in the auditory cortex is driven by both sounds and non-sensory context. To investigate the neuronal correlates of non-sensory context, we trained head-fixed mice to perform a two-alternative choice auditory task in which either reward or stimulus expectation (prior) was manipulated in blocks. Using two-photon calcium imaging to record populations of single neurons in auditory cortex, we found that both stimulus and reward expectation modulated the activity of these neurons. A linear decoder trained on this population activity could decode stimuli as well or better than predicted by the animal’s performance. Interestingly, the optimal decoder was stable even in the face of variable sensory representations. Neither the context nor the mouse’s choice could be reliably decoded from the recorded neural activity. Our findings suggest that in spite of modulation of auditory cortical activity by task priors, auditory cortex does not represent sufficient information about these priors to exploit them optimally and that decisions in this task require that rapidly changing sensory information be combined with more slowly varying task information extracted and represented in brain regions other than auditory cortex.
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spelling pubmed-105157832023-09-23 Stable sound decoding despite modulated sound representation in the auditory cortex Funamizu, Akihiro Marbach, Fred Zador, Anthony M bioRxiv Article The activity of neurons in the auditory cortex is driven by both sounds and non-sensory context. To investigate the neuronal correlates of non-sensory context, we trained head-fixed mice to perform a two-alternative choice auditory task in which either reward or stimulus expectation (prior) was manipulated in blocks. Using two-photon calcium imaging to record populations of single neurons in auditory cortex, we found that both stimulus and reward expectation modulated the activity of these neurons. A linear decoder trained on this population activity could decode stimuli as well or better than predicted by the animal’s performance. Interestingly, the optimal decoder was stable even in the face of variable sensory representations. Neither the context nor the mouse’s choice could be reliably decoded from the recorded neural activity. Our findings suggest that in spite of modulation of auditory cortical activity by task priors, auditory cortex does not represent sufficient information about these priors to exploit them optimally and that decisions in this task require that rapidly changing sensory information be combined with more slowly varying task information extracted and represented in brain regions other than auditory cortex. Cold Spring Harbor Laboratory 2023-09-15 /pmc/articles/PMC10515783/ /pubmed/37745428 http://dx.doi.org/10.1101/2023.01.31.526457 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Funamizu, Akihiro
Marbach, Fred
Zador, Anthony M
Stable sound decoding despite modulated sound representation in the auditory cortex
title Stable sound decoding despite modulated sound representation in the auditory cortex
title_full Stable sound decoding despite modulated sound representation in the auditory cortex
title_fullStr Stable sound decoding despite modulated sound representation in the auditory cortex
title_full_unstemmed Stable sound decoding despite modulated sound representation in the auditory cortex
title_short Stable sound decoding despite modulated sound representation in the auditory cortex
title_sort stable sound decoding despite modulated sound representation in the auditory cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515783/
https://www.ncbi.nlm.nih.gov/pubmed/37745428
http://dx.doi.org/10.1101/2023.01.31.526457
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