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Up-Down-Like Background Spiking Can Enhance Neural Information Transmission

How neurons transmit information about sensory or internal signals is strongly influenced by ongoing internal activity. Depending on brain state, this background spiking can occur asynchronously or clustered in up states, periods of collective firing that are interspersed by silent down states. Here...

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Detalles Bibliográficos
Autores principales: Droste, Felix, Lindner, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5773284/
https://www.ncbi.nlm.nih.gov/pubmed/29354678
http://dx.doi.org/10.1523/ENEURO.0282-17.2017
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author Droste, Felix
Lindner, Benjamin
author_facet Droste, Felix
Lindner, Benjamin
author_sort Droste, Felix
collection PubMed
description How neurons transmit information about sensory or internal signals is strongly influenced by ongoing internal activity. Depending on brain state, this background spiking can occur asynchronously or clustered in up states, periods of collective firing that are interspersed by silent down states. Here, we study which effect such up-down (UD) transitions have on signal transmission. In a simple model, we obtain numerical and analytical results for information theoretic measures. We find that, surprisingly, an UD background can benefit information transmission: when background activity is sparse, it is advantageous to distribute spikes into up states rather than uniformly in time. We reproduce the same effect in a more realistic recurrent network and show that signal transmission is further improved by incorporating that up states propagate across cortex as traveling waves. We propose that traveling UD activity might represent a compromise between reducing metabolic strain and maintaining information transmission capabilities.
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spelling pubmed-57732842018-01-19 Up-Down-Like Background Spiking Can Enhance Neural Information Transmission Droste, Felix Lindner, Benjamin eNeuro Theory How neurons transmit information about sensory or internal signals is strongly influenced by ongoing internal activity. Depending on brain state, this background spiking can occur asynchronously or clustered in up states, periods of collective firing that are interspersed by silent down states. Here, we study which effect such up-down (UD) transitions have on signal transmission. In a simple model, we obtain numerical and analytical results for information theoretic measures. We find that, surprisingly, an UD background can benefit information transmission: when background activity is sparse, it is advantageous to distribute spikes into up states rather than uniformly in time. We reproduce the same effect in a more realistic recurrent network and show that signal transmission is further improved by incorporating that up states propagate across cortex as traveling waves. We propose that traveling UD activity might represent a compromise between reducing metabolic strain and maintaining information transmission capabilities. Society for Neuroscience 2018-01-18 /pmc/articles/PMC5773284/ /pubmed/29354678 http://dx.doi.org/10.1523/ENEURO.0282-17.2017 Text en Copyright © 2018 Droste and Lindner http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle Theory
Droste, Felix
Lindner, Benjamin
Up-Down-Like Background Spiking Can Enhance Neural Information Transmission
title Up-Down-Like Background Spiking Can Enhance Neural Information Transmission
title_full Up-Down-Like Background Spiking Can Enhance Neural Information Transmission
title_fullStr Up-Down-Like Background Spiking Can Enhance Neural Information Transmission
title_full_unstemmed Up-Down-Like Background Spiking Can Enhance Neural Information Transmission
title_short Up-Down-Like Background Spiking Can Enhance Neural Information Transmission
title_sort up-down-like background spiking can enhance neural information transmission
topic Theory
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5773284/
https://www.ncbi.nlm.nih.gov/pubmed/29354678
http://dx.doi.org/10.1523/ENEURO.0282-17.2017
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