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Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex

The notion that neurons with higher selectivity carry more information about external sensory inputs is widely accepted in neuroscience. High-selectivity neurons respond to a narrow range of sensory inputs, and thus would be considered highly informative by rejecting a large proportion of possible i...

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Detalles Bibliográficos
Autores principales: Sun, Wensheng, Barbour, Dennis L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5683657/
https://www.ncbi.nlm.nih.gov/pubmed/29091725
http://dx.doi.org/10.1371/journal.pbio.2002459
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author Sun, Wensheng
Barbour, Dennis L.
author_facet Sun, Wensheng
Barbour, Dennis L.
author_sort Sun, Wensheng
collection PubMed
description The notion that neurons with higher selectivity carry more information about external sensory inputs is widely accepted in neuroscience. High-selectivity neurons respond to a narrow range of sensory inputs, and thus would be considered highly informative by rejecting a large proportion of possible inputs. In auditory cortex, neuronal responses are less selective immediately after the onset of a sound and then become highly selective in the following sustained response epoch. These 2 temporal response epochs have thus been interpreted to encode first the presence and then the content of a sound input. Contrary to predictions from that prevailing theory, however, we found that the neural population conveys similar information about sound input across the 2 epochs in spite of the neuronal selectivity differences. The amount of information encoded turns out to be almost completely dependent upon the total number of population spikes in the read-out window for this system. Moreover, inhomogeneous Poisson spiking behavior is sufficient to account for this property. These results imply a novel principle of sensory encoding that is potentially shared widely among multiple sensory systems.
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spelling pubmed-56836572017-11-30 Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex Sun, Wensheng Barbour, Dennis L. PLoS Biol Research Article The notion that neurons with higher selectivity carry more information about external sensory inputs is widely accepted in neuroscience. High-selectivity neurons respond to a narrow range of sensory inputs, and thus would be considered highly informative by rejecting a large proportion of possible inputs. In auditory cortex, neuronal responses are less selective immediately after the onset of a sound and then become highly selective in the following sustained response epoch. These 2 temporal response epochs have thus been interpreted to encode first the presence and then the content of a sound input. Contrary to predictions from that prevailing theory, however, we found that the neural population conveys similar information about sound input across the 2 epochs in spite of the neuronal selectivity differences. The amount of information encoded turns out to be almost completely dependent upon the total number of population spikes in the read-out window for this system. Moreover, inhomogeneous Poisson spiking behavior is sufficient to account for this property. These results imply a novel principle of sensory encoding that is potentially shared widely among multiple sensory systems. Public Library of Science 2017-11-01 /pmc/articles/PMC5683657/ /pubmed/29091725 http://dx.doi.org/10.1371/journal.pbio.2002459 Text en © 2017 Sun, Barbour 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
Sun, Wensheng
Barbour, Dennis L.
Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex
title Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex
title_full Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex
title_fullStr Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex
title_full_unstemmed Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex
title_short Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex
title_sort rate, not selectivity, determines neuronal population coding accuracy in auditory cortex
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5683657/
https://www.ncbi.nlm.nih.gov/pubmed/29091725
http://dx.doi.org/10.1371/journal.pbio.2002459
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