Stochastic Synchronization of Neutral-Type Neural Networks with Multidelays Based on M-Matrix

Abstract EN

The problem of stochastic synchronizationof neutral-type neural networks with multidelays based onM-matrix is researched.

Firstly, we designed a control law ofstochastic synchronization of the neural-type and multiple time-delaysneural network.

Secondly, by making use of Lyapunovfunctional and M-matrix method, we obtained a criterion underwhich the drive and response neutral-type multiple time-delaysneural networks with stochastic disturbance and Markovianswitching are stochastic synchronization.

The synchronizationcondition is expressed as linear matrix inequality which canbe easily solved by MATLAB.

Finally, we introduced a numericalexample to illustrate the effectiveness of the method and resultobtained in this paper.