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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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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2008
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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. |
format | Text |
id | pubmed-2214813 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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