Existence and exponential stability of almost-periodic solutions for high-order Hopfield neural networks
In this paper high-order Hopfield neural networks (HHNNs) with continuously distributed delays are considered. Several sufficient conditions for the existence and exponential stability of the almost-periodic solutions are established by using a fixed point theorem, Lyapunov functional method and differential inequality techniques. The results of this paper are new and complement previously known ones. (c) 2007 Elsevier Ltd. All rights reserved.
exponential stability almost-periodic solution high-order hopfield neural networks continuously distributed delays