Adaptive projective synchronization of memristive neural networks with time-varying delays and stochastic perturbation
Ruoxia Li, Huaiqin Wu, Xiaowei Zhang, Rong Yao · Mathematical Control and Related Fields · 2015
This paper is concerned with the projective synchronization issuefor memristive neural networks with time-varying delays andstochastic perturbations. Based on LaSalle-type invarianceprinciple of stochastic functional-differential equations, byapplying Lyapunov functional approach, several sufficientconditions are developed to achieve the projective synchronizationbetween the master-slave systems with time-varying delays understochastic perturbation and adaptive controller. A numericalexample and its simulation is given to show the effectiveness ofthe theoretical results in this paper.