Stability Analysis of Stochastic Reaction-Diffusion Cohen-Grossberg Neural Networks with Time-Varying Delays
Stability Analysis of Stochastic Reaction-Diffusion Cohen-Grossberg Neural Networks with Time-Varying Delays
Chuangxia Huang,Xinsong Yang,Yi-gang He
TLDR
A set of new suffcient conditions on moment exponential stability of stochastic reaction-diffusion Cohen-Grossberg neural networks with time-varying delays with the help of Lyapunov method, Stochastic analysis, and inequality techniques are presented.
Abstract
This paper is concerned with th moment exponential stability of stochastic reaction-diffusion Cohen-Grossberg neural networks with time-varying delays. With the help of Lyapunov method, stochastic analysis, and inequality techniques, a set of new suffcient conditions on th moment exponential stability for the considered system is presented. The proposed results generalized and improved some earlier publications.