Global Synchronization in an Array of Mixed Time Delayed Neural Networks with Nonlinear Coupling
Qian Xue · Journal of Biomathematics · 2011
This paper discusses an array of mixed time delayed neural networks with nonlinear coupling,and considering stochastic disturbance and Markovian switching.Also,by employing a novel Lyapunov-Krasovskii functional,and conducting a linear matrix inequality (LMI) approach,Kronecker product is developed to derive the criteria for the synchronization, which can be readily checked by using some standard numerical packages such as the Matlab LMI Toolbox.Furthermore,the description of the activation functions is more general then the Lipschitz conditions.And the criteria of synchronization are therefore less conservative.