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The role of adaptation in generating monotonic rate codes in auditory cortex
In primary auditory cortex, slowly repeated acoustic events are represented temporally by the stimulus-locked activity of single neurons. Single-unit studies in awake marmosets (Callithrix jacchus) have shown that a sub-population of these neurons also monotonically increase or decrease their averag...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048304/ https://www.ncbi.nlm.nih.gov/pubmed/32069272 http://dx.doi.org/10.1371/journal.pcbi.1007627 |
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author | Lee, Jong Hoon Wang, Xiaoqin Bendor, Daniel |
author_facet | Lee, Jong Hoon Wang, Xiaoqin Bendor, Daniel |
author_sort | Lee, Jong Hoon |
collection | PubMed |
description | In primary auditory cortex, slowly repeated acoustic events are represented temporally by the stimulus-locked activity of single neurons. Single-unit studies in awake marmosets (Callithrix jacchus) have shown that a sub-population of these neurons also monotonically increase or decrease their average discharge rate during stimulus presentation for higher repetition rates. Building on a computational single-neuron model that generates stimulus-locked responses with stimulus evoked excitation followed by strong inhibition, we find that stimulus-evoked short-term depression is sufficient to produce synchronized monotonic positive and negative responses to slowly repeated stimuli. By exploring model robustness and comparing it to other models for adaptation to such stimuli, we conclude that short-term depression best explains our observations in single-unit recordings in awake marmosets. Together, our results show how a simple biophysical mechanism in single neurons can generate complementary neural codes for acoustic stimuli. |
format | Online Article Text |
id | pubmed-7048304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70483042020-03-09 The role of adaptation in generating monotonic rate codes in auditory cortex Lee, Jong Hoon Wang, Xiaoqin Bendor, Daniel PLoS Comput Biol Research Article In primary auditory cortex, slowly repeated acoustic events are represented temporally by the stimulus-locked activity of single neurons. Single-unit studies in awake marmosets (Callithrix jacchus) have shown that a sub-population of these neurons also monotonically increase or decrease their average discharge rate during stimulus presentation for higher repetition rates. Building on a computational single-neuron model that generates stimulus-locked responses with stimulus evoked excitation followed by strong inhibition, we find that stimulus-evoked short-term depression is sufficient to produce synchronized monotonic positive and negative responses to slowly repeated stimuli. By exploring model robustness and comparing it to other models for adaptation to such stimuli, we conclude that short-term depression best explains our observations in single-unit recordings in awake marmosets. Together, our results show how a simple biophysical mechanism in single neurons can generate complementary neural codes for acoustic stimuli. Public Library of Science 2020-02-18 /pmc/articles/PMC7048304/ /pubmed/32069272 http://dx.doi.org/10.1371/journal.pcbi.1007627 Text en © 2020 Lee et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lee, Jong Hoon Wang, Xiaoqin Bendor, Daniel The role of adaptation in generating monotonic rate codes in auditory cortex |
title | The role of adaptation in generating monotonic rate codes in auditory cortex |
title_full | The role of adaptation in generating monotonic rate codes in auditory cortex |
title_fullStr | The role of adaptation in generating monotonic rate codes in auditory cortex |
title_full_unstemmed | The role of adaptation in generating monotonic rate codes in auditory cortex |
title_short | The role of adaptation in generating monotonic rate codes in auditory cortex |
title_sort | role of adaptation in generating monotonic rate codes in auditory cortex |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7048304/ https://www.ncbi.nlm.nih.gov/pubmed/32069272 http://dx.doi.org/10.1371/journal.pcbi.1007627 |
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