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Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains

Stimulus properties, attention, and behavioral context influence correlations between the spike times produced by a pair of neurons. However, the biophysical mechanisms that modulate these correlations are poorly understood. With a combined theoretical and experimental approach, we show that the rat...

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Detalles Bibliográficos
Autores principales: Litwin-Kumar, Ashok, Oswald, Anne-Marie M., Urban, Nathaniel N., Doiron, Brent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3245294/
https://www.ncbi.nlm.nih.gov/pubmed/22215995
http://dx.doi.org/10.1371/journal.pcbi.1002305
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author Litwin-Kumar, Ashok
Oswald, Anne-Marie M.
Urban, Nathaniel N.
Doiron, Brent
author_facet Litwin-Kumar, Ashok
Oswald, Anne-Marie M.
Urban, Nathaniel N.
Doiron, Brent
author_sort Litwin-Kumar, Ashok
collection PubMed
description Stimulus properties, attention, and behavioral context influence correlations between the spike times produced by a pair of neurons. However, the biophysical mechanisms that modulate these correlations are poorly understood. With a combined theoretical and experimental approach, we show that the rate of balanced excitatory and inhibitory synaptic input modulates the magnitude and timescale of pairwise spike train correlation. High rate synaptic inputs promote spike time synchrony rather than long timescale spike rate correlations, while low rate synaptic inputs produce opposite results. This correlation shaping is due to a combination of enhanced high frequency input transfer and reduced firing rate gain in the high input rate state compared to the low state. Our study extends neural modulation from single neuron responses to population activity, a necessary step in understanding how the dynamics and processing of neural activity change across distinct brain states.
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spelling pubmed-32452942012-01-03 Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains Litwin-Kumar, Ashok Oswald, Anne-Marie M. Urban, Nathaniel N. Doiron, Brent PLoS Comput Biol Research Article Stimulus properties, attention, and behavioral context influence correlations between the spike times produced by a pair of neurons. However, the biophysical mechanisms that modulate these correlations are poorly understood. With a combined theoretical and experimental approach, we show that the rate of balanced excitatory and inhibitory synaptic input modulates the magnitude and timescale of pairwise spike train correlation. High rate synaptic inputs promote spike time synchrony rather than long timescale spike rate correlations, while low rate synaptic inputs produce opposite results. This correlation shaping is due to a combination of enhanced high frequency input transfer and reduced firing rate gain in the high input rate state compared to the low state. Our study extends neural modulation from single neuron responses to population activity, a necessary step in understanding how the dynamics and processing of neural activity change across distinct brain states. Public Library of Science 2011-12-22 /pmc/articles/PMC3245294/ /pubmed/22215995 http://dx.doi.org/10.1371/journal.pcbi.1002305 Text en Litwin-Kumar et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Litwin-Kumar, Ashok
Oswald, Anne-Marie M.
Urban, Nathaniel N.
Doiron, Brent
Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains
title Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains
title_full Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains
title_fullStr Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains
title_full_unstemmed Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains
title_short Balanced Synaptic Input Shapes the Correlation between Neural Spike Trains
title_sort balanced synaptic input shapes the correlation between neural spike trains
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3245294/
https://www.ncbi.nlm.nih.gov/pubmed/22215995
http://dx.doi.org/10.1371/journal.pcbi.1002305
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