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On a Fractional Stochastic Hodgkin-Huxley Model

Probability 2019-10-15 v3

Abstract

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 R×[0,1]3\mathbb R\times [0,1]^3. An application to the modeling of the membrane potential of nerve fibers damaged by a neuropathy is provided.

Keywords

Cite

@article{arxiv.1702.01256,
  title  = {On a Fractional Stochastic Hodgkin-Huxley Model},
  author = {Laure Coutin and Jean-Marc Guglielmi and Nicolas Marie},
  journal= {arXiv preprint arXiv:1702.01256},
  year   = {2019}
}

Comments

13 pages, 4 figures