Mean square exponential stability and periodic solutions of stochastic delay cellular neural networks

Poincare contraction theory, Lyapunov function, stochastic analysis theory and Young inequality approach is developed to derive some theorems which gives several sufficient conditions such that periodic solutions of SDCNNs are mean square exponential stable.