Exponential synchronization of memristive Cohen-Grossberg neural networks with hybrid time delays

Abstract

The paper focuses on the issue of global exponential synchronization for a type of impulsive memristive Cohen-Grossberg neural networks with hybrid time delays. By applying the impulsive functional differential equations, constructing suitable Lyapunov function and contradiction method, several corresponding easy-to-check criteria are derived. Moreover, the research findings in this paper can be easily used to verify or improve the conditions deduced in most of existing literature related to the stability or synchronization for impulsive memristive neural networks. A simulation is represented to checkout the validity of the theory at the end of the paper.