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Lévy noise improves the electrical activity in a neuron under electromagnetic radiation

As the fluctuations of the internal bioelectricity of nervous system is various and complex, the external electromagnetic radiation induced by magnet flux on membrane can be described by the non-Gaussian type distribution of Lévy noise. Thus, the electrical activities in an improved Hindmarsh-Rose m...

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Detalles Bibliográficos
Autores principales: Wu, Juan, Xu, Yong, Ma, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5373605/
https://www.ncbi.nlm.nih.gov/pubmed/28358824
http://dx.doi.org/10.1371/journal.pone.0174330
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author Wu, Juan
Xu, Yong
Ma, Jun
author_facet Wu, Juan
Xu, Yong
Ma, Jun
author_sort Wu, Juan
collection PubMed
description As the fluctuations of the internal bioelectricity of nervous system is various and complex, the external electromagnetic radiation induced by magnet flux on membrane can be described by the non-Gaussian type distribution of Lévy noise. Thus, the electrical activities in an improved Hindmarsh-Rose model excited by the external electromagnetic radiation of Lévy noise are investigated and some interesting modes of the electrical activities are exhibited. The external electromagnetic radiation of Lévy noise leads to the mode transition of the electrical activities and spatial phase, such as from the rest state to the firing state, from the spiking state to the spiking state with more spikes, and from the spiking state to the bursting state. Then the time points of the firing state versus Lévy noise intensity are depicted. The increasing of Lévy noise intensity heightens the neuron firing. Also the stationary probability distribution functions of the membrane potential of the neuron induced by the external electromagnetic radiation of Lévy noise with different intensity, stability index and skewness papremeters are analyzed. Moreover, through the positive largest Lyapunov exponent, the parameter regions of chaotic electrical mode of the neuron induced by the external electromagnetic radiation of Lévy noise distribution are detected.
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spelling pubmed-53736052017-04-07 Lévy noise improves the electrical activity in a neuron under electromagnetic radiation Wu, Juan Xu, Yong Ma, Jun PLoS One Research Article As the fluctuations of the internal bioelectricity of nervous system is various and complex, the external electromagnetic radiation induced by magnet flux on membrane can be described by the non-Gaussian type distribution of Lévy noise. Thus, the electrical activities in an improved Hindmarsh-Rose model excited by the external electromagnetic radiation of Lévy noise are investigated and some interesting modes of the electrical activities are exhibited. The external electromagnetic radiation of Lévy noise leads to the mode transition of the electrical activities and spatial phase, such as from the rest state to the firing state, from the spiking state to the spiking state with more spikes, and from the spiking state to the bursting state. Then the time points of the firing state versus Lévy noise intensity are depicted. The increasing of Lévy noise intensity heightens the neuron firing. Also the stationary probability distribution functions of the membrane potential of the neuron induced by the external electromagnetic radiation of Lévy noise with different intensity, stability index and skewness papremeters are analyzed. Moreover, through the positive largest Lyapunov exponent, the parameter regions of chaotic electrical mode of the neuron induced by the external electromagnetic radiation of Lévy noise distribution are detected. Public Library of Science 2017-03-30 /pmc/articles/PMC5373605/ /pubmed/28358824 http://dx.doi.org/10.1371/journal.pone.0174330 Text en © 2017 Wu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wu, Juan
Xu, Yong
Ma, Jun
Lévy noise improves the electrical activity in a neuron under electromagnetic radiation
title Lévy noise improves the electrical activity in a neuron under electromagnetic radiation
title_full Lévy noise improves the electrical activity in a neuron under electromagnetic radiation
title_fullStr Lévy noise improves the electrical activity in a neuron under electromagnetic radiation
title_full_unstemmed Lévy noise improves the electrical activity in a neuron under electromagnetic radiation
title_short Lévy noise improves the electrical activity in a neuron under electromagnetic radiation
title_sort lévy noise improves the electrical activity in a neuron under electromagnetic radiation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5373605/
https://www.ncbi.nlm.nih.gov/pubmed/28358824
http://dx.doi.org/10.1371/journal.pone.0174330
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