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arXiv 1702.01256math.PR
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分数阶随机Hodgkin-Huxley模型

On a Fractional Stochastic Hodgkin-Huxley Model

Laure Coutin, Jean-Marc Guglielmi, Nicolas Marie

摘要:

本文所研究的模型是Hodgkin和Huxley提出的神经元模型的随机扩展。在粗糙路径的意义下,该模型被分数布朗运动驱动的乘性噪声扰动,具有满足Coutin和Marie的$\mathbb R\times [0,1]^3$生存条件的向量场。提供了神经病变损伤的神经纤维的膜电位的建模的应用。

英文摘要:

The model studied in this paper is a stochastic extension of the so-called neuron model introduced by Hodgkin and Huxley. In the sense of rough paths, the model is perturbed by a multiplicative noise driven by a fractional Brownian motion, with a vector field satisfying the viability condition of Coutin and Marie for $\mathbb R\times [0,1]^3$. An application to the modeling of the membrane potential of nerve fibers damaged by a neuropathy is provided.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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