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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Main Authors: Wensheng Sun, Dennis L Barbour
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-11-01
Series:PLoS Biology
Online Access:http://europepmc.org/articles/PMC5683657?pdf=render
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spelling doaj-be42869f04c8499aa8dc4c5a76ba59542021-07-02T05:22:12ZengPublic Library of Science (PLoS)PLoS Biology1544-91731545-78852017-11-011511e200245910.1371/journal.pbio.2002459Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex.Wensheng SunDennis L BarbourThe 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.http://europepmc.org/articles/PMC5683657?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Wensheng Sun
Dennis L Barbour
spellingShingle Wensheng Sun
Dennis L Barbour
Rate, not selectivity, determines neuronal population coding accuracy in auditory cortex.
PLoS Biology
author_facet Wensheng Sun
Dennis L Barbour
author_sort Wensheng Sun
title 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_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_sort rate, not selectivity, determines neuronal population coding accuracy in auditory cortex.
publisher Public Library of Science (PLoS)
series PLoS Biology
issn 1544-9173
1545-7885
publishDate 2017-11-01
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.
url http://europepmc.org/articles/PMC5683657?pdf=render
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AT dennislbarbour ratenotselectivitydeterminesneuronalpopulationcodingaccuracyinauditorycortex
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