Spatiotemporal response of neuronal networks to time-dependent spectral features

In this work, we analyze the behavior of a neuronal network when it is stimulated by a synaptic train current with variable frequency. Using the fact that resonat (type II) neurons have a preferred input frequency, we constructed a network formed by two groups of neurons, each one responding to a di...

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Autor principal: Balenzuela, Pablo
Publicado: 2007
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Acceso en línea:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_0094243X_v913_n_p178_Balenzuela
http://hdl.handle.net/20.500.12110/paper_0094243X_v913_n_p178_Balenzuela
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spelling paper:paper_0094243X_v913_n_p178_Balenzuela2023-06-08T15:09:23Z Spatiotemporal response of neuronal networks to time-dependent spectral features Balenzuela, Pablo Brain networks Episodic synchronization Neurons Resonance Selective communication In this work, we analyze the behavior of a neuronal network when it is stimulated by a synaptic train current with variable frequency. Using the fact that resonat (type II) neurons have a preferred input frequency, we constructed a network formed by two groups of neurons, each one responding to a different eigenfrequency. We show than even though every neuron is locally connected with neighbors of both groups, only those properly tuned to the input frequency fire synchronically with the incoming signal. In this sense, given a fixed sized network of heterogeneous neurons different subsets respond to the stimulus depending on its frequency. © 2007 American Institute of Physics. Fil:Balenzuela, P. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. 2007 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_0094243X_v913_n_p178_Balenzuela http://hdl.handle.net/20.500.12110/paper_0094243X_v913_n_p178_Balenzuela
institution Universidad de Buenos Aires
institution_str I-28
repository_str R-134
collection Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic Brain networks
Episodic synchronization
Neurons
Resonance
Selective communication
spellingShingle Brain networks
Episodic synchronization
Neurons
Resonance
Selective communication
Balenzuela, Pablo
Spatiotemporal response of neuronal networks to time-dependent spectral features
topic_facet Brain networks
Episodic synchronization
Neurons
Resonance
Selective communication
description In this work, we analyze the behavior of a neuronal network when it is stimulated by a synaptic train current with variable frequency. Using the fact that resonat (type II) neurons have a preferred input frequency, we constructed a network formed by two groups of neurons, each one responding to a different eigenfrequency. We show than even though every neuron is locally connected with neighbors of both groups, only those properly tuned to the input frequency fire synchronically with the incoming signal. In this sense, given a fixed sized network of heterogeneous neurons different subsets respond to the stimulus depending on its frequency. © 2007 American Institute of Physics.
author Balenzuela, Pablo
author_facet Balenzuela, Pablo
author_sort Balenzuela, Pablo
title Spatiotemporal response of neuronal networks to time-dependent spectral features
title_short Spatiotemporal response of neuronal networks to time-dependent spectral features
title_full Spatiotemporal response of neuronal networks to time-dependent spectral features
title_fullStr Spatiotemporal response of neuronal networks to time-dependent spectral features
title_full_unstemmed Spatiotemporal response of neuronal networks to time-dependent spectral features
title_sort spatiotemporal response of neuronal networks to time-dependent spectral features
publishDate 2007
url https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_0094243X_v913_n_p178_Balenzuela
http://hdl.handle.net/20.500.12110/paper_0094243X_v913_n_p178_Balenzuela
work_keys_str_mv AT balenzuelapablo spatiotemporalresponseofneuronalnetworkstotimedependentspectralfeatures
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