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.