The role of thalamic population synchrony in the emergence of cortical feature selectivity.

In a wide range of studies, the emergence of orientation selectivity in primary visual cortex has been attributed to a complex interaction between feed-forward thalamic input and inhibitory mechanisms at the level of cortex. Although it is well known that layer 4 cortical neurons are highly sensitiv...

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Main Authors: Sean T Kelly, Jens Kremkow, Jianzhong Jin, Yushi Wang, Qi Wang, Jose-Manuel Alonso, Garrett B Stanley
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC3886888?pdf=render
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spelling doaj-c0d95e060874478b871ac60d85aec2512020-11-25T01:08:22ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582014-01-01101e100341810.1371/journal.pcbi.1003418The role of thalamic population synchrony in the emergence of cortical feature selectivity.Sean T KellyJens KremkowJianzhong JinYushi WangQi WangJose-Manuel AlonsoGarrett B StanleyIn a wide range of studies, the emergence of orientation selectivity in primary visual cortex has been attributed to a complex interaction between feed-forward thalamic input and inhibitory mechanisms at the level of cortex. Although it is well known that layer 4 cortical neurons are highly sensitive to the timing of thalamic inputs, the role of the stimulus-driven timing of thalamic inputs in cortical orientation selectivity is not well understood. Here we show that the synchronization of thalamic firing contributes directly to the orientation tuned responses of primary visual cortex in a way that optimizes the stimulus information per cortical spike. From the recorded responses of geniculate X-cells in the anesthetized cat, we synthesized thalamic sub-populations that would likely serve as the synaptic input to a common layer 4 cortical neuron based on anatomical constraints. We used this synchronized input as the driving input to an integrate-and-fire model of cortical responses and demonstrated that the tuning properties match closely to those measured in primary visual cortex. By modulating the overall level of synchronization at the preferred orientation, we show that efficiency of information transmission in the cortex is maximized for levels of synchronization which match those reported in thalamic recordings in response to naturalistic stimuli, a property which is relatively invariant to the orientation tuning width. These findings indicate evidence for a more prominent role of the feed-forward thalamic input in cortical feature selectivity based on thalamic synchronization.http://europepmc.org/articles/PMC3886888?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Sean T Kelly
Jens Kremkow
Jianzhong Jin
Yushi Wang
Qi Wang
Jose-Manuel Alonso
Garrett B Stanley
spellingShingle Sean T Kelly
Jens Kremkow
Jianzhong Jin
Yushi Wang
Qi Wang
Jose-Manuel Alonso
Garrett B Stanley
The role of thalamic population synchrony in the emergence of cortical feature selectivity.
PLoS Computational Biology
author_facet Sean T Kelly
Jens Kremkow
Jianzhong Jin
Yushi Wang
Qi Wang
Jose-Manuel Alonso
Garrett B Stanley
author_sort Sean T Kelly
title The role of thalamic population synchrony in the emergence of cortical feature selectivity.
title_short The role of thalamic population synchrony in the emergence of cortical feature selectivity.
title_full The role of thalamic population synchrony in the emergence of cortical feature selectivity.
title_fullStr The role of thalamic population synchrony in the emergence of cortical feature selectivity.
title_full_unstemmed The role of thalamic population synchrony in the emergence of cortical feature selectivity.
title_sort role of thalamic population synchrony in the emergence of cortical feature selectivity.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2014-01-01
description In a wide range of studies, the emergence of orientation selectivity in primary visual cortex has been attributed to a complex interaction between feed-forward thalamic input and inhibitory mechanisms at the level of cortex. Although it is well known that layer 4 cortical neurons are highly sensitive to the timing of thalamic inputs, the role of the stimulus-driven timing of thalamic inputs in cortical orientation selectivity is not well understood. Here we show that the synchronization of thalamic firing contributes directly to the orientation tuned responses of primary visual cortex in a way that optimizes the stimulus information per cortical spike. From the recorded responses of geniculate X-cells in the anesthetized cat, we synthesized thalamic sub-populations that would likely serve as the synaptic input to a common layer 4 cortical neuron based on anatomical constraints. We used this synchronized input as the driving input to an integrate-and-fire model of cortical responses and demonstrated that the tuning properties match closely to those measured in primary visual cortex. By modulating the overall level of synchronization at the preferred orientation, we show that efficiency of information transmission in the cortex is maximized for levels of synchronization which match those reported in thalamic recordings in response to naturalistic stimuli, a property which is relatively invariant to the orientation tuning width. These findings indicate evidence for a more prominent role of the feed-forward thalamic input in cortical feature selectivity based on thalamic synchronization.
url http://europepmc.org/articles/PMC3886888?pdf=render
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