Global stability of almost periodic solutions of Hopfield neural networks with neutral time-varying delays

摘要

In this paper, the global stability and almost periodicity are investigated for Hopfield neural networks with neutral time-varying delays. Some sufficient conditions are obtained for the existence and globally exponential stability of almost periodic solution by employing fixed point theorem and differential inequality techniques. The results of this paper are new and they complement previously known results.