Asymptotic stability of stochastic reaction-diffusion delayed neural networks

  • Shuman Pan, Lina Fu
  • Published 2011 in
    2011 Seventh International Conference on Natural…

Abstract

In this paper, we study a new class of stochastic neural networks with reaction-diffusion and time-varying delays. By employing a novel Lyapunov-Krasovskii functional, the Itô's formula, the Green formula and stochastic analysis theory, we obtain a new set of sufficient conditions to ensure Stochastically asymptotic stability of stochastic of the… (More)
DOI: 10.1109/ICNC.2011.6022057

Topics

Cite this paper

@article{Pan2011AsymptoticSO, title={Asymptotic stability of stochastic reaction-diffusion delayed neural networks}, author={Shuman Pan and Lina Fu}, journal={2011 Seventh International Conference on Natural Computation}, year={2011}, volume={1}, pages={87-91} }