Exponential Stability of Stochastic Hopfield Neural Networks with Delays and Markovian Switching

Abstract

The exponential stability for stochastic Hopfield neural networks with Markovian switching and delays is considered. The sufficient conditions are derived to guarantee the almost surely exponential stability and mean square exponential stability of a trivial solution.