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Oscillations and Filtering Networks Support Flexible Routing of Information

The mammalian brain exhibits profuse interregional connectivity. How information flow is rapidly and flexibly switched among connected areas remains poorly understood. Task-dependent changes in the power and interregion coherence of network oscillations suggest that such oscillations play a role in...

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Detalles Bibliográficos
Autores principales: Akam, Thomas, Kullmann, Dimitri M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cell Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3125699/
https://www.ncbi.nlm.nih.gov/pubmed/20670837
http://dx.doi.org/10.1016/j.neuron.2010.06.019
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author Akam, Thomas
Kullmann, Dimitri M.
author_facet Akam, Thomas
Kullmann, Dimitri M.
author_sort Akam, Thomas
collection PubMed
description The mammalian brain exhibits profuse interregional connectivity. How information flow is rapidly and flexibly switched among connected areas remains poorly understood. Task-dependent changes in the power and interregion coherence of network oscillations suggest that such oscillations play a role in signal routing. We show that switching one of several convergent pathways from an asynchronous to an oscillatory state allows accurate selective transmission of population-coded information, which can be extracted even when other convergent pathways fire asynchronously at comparable rates. We further show that the band-pass filtering required to perform this information extraction can be implemented in a simple spiking network model with a single feed-forward interneuron layer. This constitutes a mechanism for flexible signal routing in neural circuits, which exploits sparsely synchronized network oscillations and temporal filtering by feed-forward inhibition. VIDEO ABSTRACT:
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spelling pubmed-31256992011-06-29 Oscillations and Filtering Networks Support Flexible Routing of Information Akam, Thomas Kullmann, Dimitri M. Neuron Article The mammalian brain exhibits profuse interregional connectivity. How information flow is rapidly and flexibly switched among connected areas remains poorly understood. Task-dependent changes in the power and interregion coherence of network oscillations suggest that such oscillations play a role in signal routing. We show that switching one of several convergent pathways from an asynchronous to an oscillatory state allows accurate selective transmission of population-coded information, which can be extracted even when other convergent pathways fire asynchronously at comparable rates. We further show that the band-pass filtering required to perform this information extraction can be implemented in a simple spiking network model with a single feed-forward interneuron layer. This constitutes a mechanism for flexible signal routing in neural circuits, which exploits sparsely synchronized network oscillations and temporal filtering by feed-forward inhibition. VIDEO ABSTRACT: Cell Press 2010-07-29 /pmc/articles/PMC3125699/ /pubmed/20670837 http://dx.doi.org/10.1016/j.neuron.2010.06.019 Text en © 2010 ELL & Excerpta Medica. https://creativecommons.org/licenses/by/3.0/ Open Access under CC BY 3.0 (https://creativecommons.org/licenses/by/3.0/) license
spellingShingle Article
Akam, Thomas
Kullmann, Dimitri M.
Oscillations and Filtering Networks Support Flexible Routing of Information
title Oscillations and Filtering Networks Support Flexible Routing of Information
title_full Oscillations and Filtering Networks Support Flexible Routing of Information
title_fullStr Oscillations and Filtering Networks Support Flexible Routing of Information
title_full_unstemmed Oscillations and Filtering Networks Support Flexible Routing of Information
title_short Oscillations and Filtering Networks Support Flexible Routing of Information
title_sort oscillations and filtering networks support flexible routing of information
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3125699/
https://www.ncbi.nlm.nih.gov/pubmed/20670837
http://dx.doi.org/10.1016/j.neuron.2010.06.019
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