Analysis of the stochastic FitzHugh-Nagumo system

Details Analysis of the stochastic FitzHugh-Nagumo system Analysis of the stochastic FitzHugh-Nagumo system

2008-01-15

arxiv.org/abs/0801.2325v1

Mathematics

Probability

20 pages

Scientific paper

In this paper we study a system of stochastic differential equations with dissipative nonlinearity which arise in certain neurobiology models. Besides proving existence, uniqueness and continuous dependence on the initial datum, we shall be mainly concerned with the asymptotic behaviour of the solution. We prove the existence of an invariant ergodic measure $\nu$ associated with the transition semigroup $P_t$; further, we identify its infinitesimal generator in the space $L^2(H;\nu)$.

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