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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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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. |
format | Online Article Text |
id | pubmed-10515783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
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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