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

Juan Wu, Yong Xu, Jun Ma

科研成果: 期刊稿件文章同行评审

70 引用 (Scopus)

摘要

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 Levy noise. Thus, the electrical activities in an improved Hindmarsh-Rose model excited by the external electromagnetic radiation of Levy noise are investigated and some interesting modes of the electrical activities are exhibited. The external electromagnetic radiation of Levy 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 Levy noise intensity are depicted. The increasing of Levy 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 Levy 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 Levy noise distribution are detected.

源语言英语
文章编号e0174330
期刊PLoS ONE
12
3
DOI
出版状态已出版 - 3月 2017

指纹

探究 'Lévy noise improves the electrical activity in a neuron under electromagnetic radiation' 的科研主题。它们共同构成独一无二的指纹。

引用此