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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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 |
work_keys_str_mv |
AT wenshengsun ratenotselectivitydeterminesneuronalpopulationcodingaccuracyinauditorycortex AT dennislbarbour ratenotselectivitydeterminesneuronalpopulationcodingaccuracyinauditorycortex |
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