Existence and stability of periodic solution for a class of stochastic delayed neural networks

This paper deals with a class of stochastic neural networks with mixed time delays. The mixed time delays considered in this paper are time varying and continuously distributed delays. By utilizing Lyapunov function, stochastic analysis, Halanay-type inequality and Young inequality, we establish the existence, uniqueness and pth moment exponential stability of periodic solution for the suggested system. Moreover, an example is provided to illustrate the effectiveness of the obtained results.