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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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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. |
format | Online Article Text |
id | pubmed-4657076 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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