Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1782518794656153600 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5373605 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wujuan levynoiseimprovestheelectricalactivityinaneuronunderelectromagneticradiation AT xuyong levynoiseimprovestheelectricalactivityinaneuronunderelectromagneticradiation AT majun levynoiseimprovestheelectricalactivityinaneuronunderelectromagneticradiation |