Multi-lag stochastic synchronization of coupled neural networks via impulsive control

In this letter, the problem of multi-lag stochastic synchronization of coupled neural networks has been further researched. Based on the Lyapunov theory and the technology of the impulsive control, some simple and practicable multi-lag stochastic synchronization criteria are derived for the stochastic coupled neural networks. The sufficient conditions in this letter for multi-lag stochastic synchronization of the neural networks are less conservative and robust. The simulation examples of the stochastic coupled neural networks are given to demonstrate the effectiveness of the designed controller. The control strategy may assist in the treatment of some nervous system disease.