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Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains

The information regarding visual stimulus is encoded in spike trains at the output of retina by retinal ganglion cells (RGCs). Among these, the directional selective cells (DSRGC) are signaling the direction of stimulus motion. DSRGCs' spike trains show accentuated periods of short interspike i...

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Detalles Bibliográficos
Autores principales: Martiniuc, Aurel Vasile, Knoll, Alois
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3419397/
https://www.ncbi.nlm.nih.gov/pubmed/22919373
http://dx.doi.org/10.1155/2012/918030
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author Martiniuc, Aurel Vasile
Knoll, Alois
author_facet Martiniuc, Aurel Vasile
Knoll, Alois
author_sort Martiniuc, Aurel Vasile
collection PubMed
description The information regarding visual stimulus is encoded in spike trains at the output of retina by retinal ganglion cells (RGCs). Among these, the directional selective cells (DSRGC) are signaling the direction of stimulus motion. DSRGCs' spike trains show accentuated periods of short interspike intervals (ISIs) framed by periods of isolated spikes. Here we use two types of visual stimulus, white noise and drifting bars, and show that short ISI spikes of DSRGCs spike trains are more often correlated to their preferred stimulus feature (that is, the direction of stimulus motion) and carry more information than longer ISI spikes. Firstly, our results show that correlation between stimulus and recorded neuronal response is best at short ISI spiking activity and decrease as ISI becomes larger. We then used grating bars stimulus and found that as ISI becomes shorter the directional selectivity is better and information rates are higher. Interestingly, for the less encountered type of DSRGC, known as ON-DSRGC, short ISI distribution and information rates revealed consistent differences when compared with the other directional selective cell type, the ON-OFF DSRGC. However, these findings suggest that ISI-based temporal filtering integrates a mechanism for visual information processing at the output of retina toward higher stages within early visual system.
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spelling pubmed-34193972012-08-23 Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains Martiniuc, Aurel Vasile Knoll, Alois Comput Intell Neurosci Research Article The information regarding visual stimulus is encoded in spike trains at the output of retina by retinal ganglion cells (RGCs). Among these, the directional selective cells (DSRGC) are signaling the direction of stimulus motion. DSRGCs' spike trains show accentuated periods of short interspike intervals (ISIs) framed by periods of isolated spikes. Here we use two types of visual stimulus, white noise and drifting bars, and show that short ISI spikes of DSRGCs spike trains are more often correlated to their preferred stimulus feature (that is, the direction of stimulus motion) and carry more information than longer ISI spikes. Firstly, our results show that correlation between stimulus and recorded neuronal response is best at short ISI spiking activity and decrease as ISI becomes larger. We then used grating bars stimulus and found that as ISI becomes shorter the directional selectivity is better and information rates are higher. Interestingly, for the less encountered type of DSRGC, known as ON-DSRGC, short ISI distribution and information rates revealed consistent differences when compared with the other directional selective cell type, the ON-OFF DSRGC. However, these findings suggest that ISI-based temporal filtering integrates a mechanism for visual information processing at the output of retina toward higher stages within early visual system. Hindawi Publishing Corporation 2012 2012-08-02 /pmc/articles/PMC3419397/ /pubmed/22919373 http://dx.doi.org/10.1155/2012/918030 Text en Copyright © 2012 A. V. Martiniuc and A. Knoll. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Martiniuc, Aurel Vasile
Knoll, Alois
Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains
title Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains
title_full Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains
title_fullStr Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains
title_full_unstemmed Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains
title_short Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains
title_sort interspike interval based filtering of directional selective retinal ganglion cells spike trains
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3419397/
https://www.ncbi.nlm.nih.gov/pubmed/22919373
http://dx.doi.org/10.1155/2012/918030
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