Synchronization control for a class of delayed fuzzy inertial neural networks

Abstract

In this paper, a class of delayed inertial neural networks(INNs) with fuzzy templates is considered. By using a novel Lyapunov functional and an effective control law, several synchronization results of the investigated delayed fuzzy inertial neural networks(FINNs) are given. We construct the exponential synchronization results of the delayed FINNs via the nonreduced-order method for the first time. At last, numerical simulations show the correctness of the obtained results.