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Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength

We present the dynamic model of global coupled neuronal population subject to external stimulus by the use of phase sensitivity function. We investigate the effect of time-varying coupling strength on the synchronized phase response of neural population subjected to external harmonic stimulus. For a...

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Detalles Bibliográficos
Autores principales: Jiao, Xianfa, Zhao, Wanyu, Cao, Jinde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657076/
https://www.ncbi.nlm.nih.gov/pubmed/26640514
http://dx.doi.org/10.1155/2015/816738
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author Jiao, Xianfa
Zhao, Wanyu
Cao, Jinde
author_facet Jiao, Xianfa
Zhao, Wanyu
Cao, Jinde
author_sort Jiao, Xianfa
collection PubMed
description We present the dynamic model of global coupled neuronal population subject to external stimulus by the use of phase sensitivity function. We investigate the effect of time-varying coupling strength on the synchronized phase response of neural population subjected to external harmonic stimulus. For a time-periodic coupling strength, we found that the stimulus with increasing intensity or frequency can reinforce the phase response synchronization in neuronal population of the weakly coupled neural oscillators, and the neuronal population with stronger coupling strength has good adaptability to stimulus. When we consider the dynamics of coupling strength, we found that a strong stimulus can quickly cause the synchronization in the neuronal population, the degree of synchronization grows with the increasing stimulus intensity, and the period of synchronized oscillation induced by external stimulation is related to stimulus frequency.
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spelling pubmed-46570762015-12-06 Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength Jiao, Xianfa Zhao, Wanyu Cao, Jinde Comput Math Methods Med Research Article We present the dynamic model of global coupled neuronal population subject to external stimulus by the use of phase sensitivity function. We investigate the effect of time-varying coupling strength on the synchronized phase response of neural population subjected to external harmonic stimulus. For a time-periodic coupling strength, we found that the stimulus with increasing intensity or frequency can reinforce the phase response synchronization in neuronal population of the weakly coupled neural oscillators, and the neuronal population with stronger coupling strength has good adaptability to stimulus. When we consider the dynamics of coupling strength, we found that a strong stimulus can quickly cause the synchronization in the neuronal population, the degree of synchronization grows with the increasing stimulus intensity, and the period of synchronized oscillation induced by external stimulation is related to stimulus frequency. Hindawi Publishing Corporation 2015 2015-11-10 /pmc/articles/PMC4657076/ /pubmed/26640514 http://dx.doi.org/10.1155/2015/816738 Text en Copyright © 2015 Xianfa Jiao et al. 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
Jiao, Xianfa
Zhao, Wanyu
Cao, Jinde
Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength
title Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength
title_full Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength
title_fullStr Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength
title_full_unstemmed Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength
title_short Phase Response Synchronization in Neuronal Population with Time-Varying Coupling Strength
title_sort phase response synchronization in neuronal population with time-varying coupling strength
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4657076/
https://www.ncbi.nlm.nih.gov/pubmed/26640514
http://dx.doi.org/10.1155/2015/816738
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