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Sparse Representation of Sounds in the Unanesthetized Auditory Cortex

How do neuronal populations in the auditory cortex represent acoustic stimuli? Although sound-evoked neural responses in the anesthetized auditory cortex are mainly transient, recent experiments in the unanesthetized preparation have emphasized subpopulations with other response properties. To quant...

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Detalles Bibliográficos
Autores principales: Hromádka, Tomáš, DeWeese, Michael R, Zador, Anthony M
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2214813/
https://www.ncbi.nlm.nih.gov/pubmed/18232737
http://dx.doi.org/10.1371/journal.pbio.0060016
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author Hromádka, Tomáš
DeWeese, Michael R
Zador, Anthony M
author_facet Hromádka, Tomáš
DeWeese, Michael R
Zador, Anthony M
author_sort Hromádka, Tomáš
collection PubMed
description How do neuronal populations in the auditory cortex represent acoustic stimuli? Although sound-evoked neural responses in the anesthetized auditory cortex are mainly transient, recent experiments in the unanesthetized preparation have emphasized subpopulations with other response properties. To quantify the relative contributions of these different subpopulations in the awake preparation, we have estimated the representation of sounds across the neuronal population using a representative ensemble of stimuli. We used cell-attached recording with a glass electrode, a method for which single-unit isolation does not depend on neuronal activity, to quantify the fraction of neurons engaged by acoustic stimuli (tones, frequency modulated sweeps, white-noise bursts, and natural stimuli) in the primary auditory cortex of awake head-fixed rats. We find that the population response is sparse, with stimuli typically eliciting high firing rates (>20 spikes/second) in less than 5% of neurons at any instant. Some neurons had very low spontaneous firing rates (<0.01 spikes/second). At the other extreme, some neurons had driven rates in excess of 50 spikes/second. Interestingly, the overall population response was well described by a lognormal distribution, rather than the exponential distribution that is often reported. Our results represent, to our knowledge, the first quantitative evidence for sparse representations of sounds in the unanesthetized auditory cortex. Our results are compatible with a model in which most neurons are silent much of the time, and in which representations are composed of small dynamic subsets of highly active neurons.
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spelling pubmed-22148132008-01-26 Sparse Representation of Sounds in the Unanesthetized Auditory Cortex Hromádka, Tomáš DeWeese, Michael R Zador, Anthony M PLoS Biol Research Article How do neuronal populations in the auditory cortex represent acoustic stimuli? Although sound-evoked neural responses in the anesthetized auditory cortex are mainly transient, recent experiments in the unanesthetized preparation have emphasized subpopulations with other response properties. To quantify the relative contributions of these different subpopulations in the awake preparation, we have estimated the representation of sounds across the neuronal population using a representative ensemble of stimuli. We used cell-attached recording with a glass electrode, a method for which single-unit isolation does not depend on neuronal activity, to quantify the fraction of neurons engaged by acoustic stimuli (tones, frequency modulated sweeps, white-noise bursts, and natural stimuli) in the primary auditory cortex of awake head-fixed rats. We find that the population response is sparse, with stimuli typically eliciting high firing rates (>20 spikes/second) in less than 5% of neurons at any instant. Some neurons had very low spontaneous firing rates (<0.01 spikes/second). At the other extreme, some neurons had driven rates in excess of 50 spikes/second. Interestingly, the overall population response was well described by a lognormal distribution, rather than the exponential distribution that is often reported. Our results represent, to our knowledge, the first quantitative evidence for sparse representations of sounds in the unanesthetized auditory cortex. Our results are compatible with a model in which most neurons are silent much of the time, and in which representations are composed of small dynamic subsets of highly active neurons. Public Library of Science 2008-01 2008-01-29 /pmc/articles/PMC2214813/ /pubmed/18232737 http://dx.doi.org/10.1371/journal.pbio.0060016 Text en © 2008 Hromádka 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Hromádka, Tomáš
DeWeese, Michael R
Zador, Anthony M
Sparse Representation of Sounds in the Unanesthetized Auditory Cortex
title Sparse Representation of Sounds in the Unanesthetized Auditory Cortex
title_full Sparse Representation of Sounds in the Unanesthetized Auditory Cortex
title_fullStr Sparse Representation of Sounds in the Unanesthetized Auditory Cortex
title_full_unstemmed Sparse Representation of Sounds in the Unanesthetized Auditory Cortex
title_short Sparse Representation of Sounds in the Unanesthetized Auditory Cortex
title_sort sparse representation of sounds in the unanesthetized auditory cortex
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2214813/
https://www.ncbi.nlm.nih.gov/pubmed/18232737
http://dx.doi.org/10.1371/journal.pbio.0060016
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