Exponential Stability of Stochastic Reaction-diffusion Neural Network with Time-varying Delays

The Lyapunov functional method, the Ito formula of stochastic partial differential equation and a skill of differential inequality with delays are used to prove the moment exponential stability of the equilibrium for the Stochastic reaction-diffusion Hopfield neural network with time-varying delays.