On existence and uniqueness of stationary distribution of Hopfield Stochastic neural networks with Markovian switching

This paper considers the Hopfield Stochastic neural networks with Markovian switching which is perturbed by Ganssian type noise. Using Lyapunov's method and the coupling technique, some new criterion on the existence and uniqueness of stationary distribution are obtained.