Stochastic Quasi-Synchronization of Delayed Neural Networks: Pinning Impulsive Scheme

摘要

This paper studies stochastic quasi-synchronization of delayed neural networks with parameter mismatches and stochastic perturbation mismatch via pinning impulsive control. By pinning selected nodes of stochastic neural network at impulse time, an impulsive control scheme is proposed. Some sufficient conditions are obtained to ensure that the error system can converge to small region in the mean square. Meanwhile, numerical example is provided to illustrate the effectiveness of theoretical results.