کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
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1155484 | 958734 | 2016 | 34 صفحه PDF | دانلود رایگان |
Consider a 11-dimensional centered Gaussian process WW with αα-Hölder continuous paths on the compact intervals of R+(α∈]0,1[)R+(α∈]0,1[) and W0=0W0=0, and XX the local solution in rough paths sense of Jacobi’s equation driven by the signal WW.The global existence and the uniqueness of the solution are proved via a change of variable taking into account the singularities of the vector field, because it does not satisfy the non-explosion condition. The regularity of the associated Itô map is studied.By using these deterministic results, Jacobi’s equation is studied on probabilistic side : an ergodic theorem in L. Arnold’s random dynamical systems framework, and the existence of an explicit density with respect to Lebesgue’s measure for each XtXt, t>0t>0 are proved.The paper concludes on a generalization of Morris–Lecar’s neuron model, where the normalized conductance of the K+K+ current is the solution of a generalized Jacobi’s equation.
Journal: Stochastic Processes and their Applications - Volume 126, Issue 1, January 2016, Pages 66–99