Existence and exponential stability of almost periodic solutions for Hopfield neural networks with delays

In this paper Hopfield neutral networks with delays are considered. Sufficient conditions for the existence and exponential stability of the almost periodic solutions are established by using the fixed point theorem and differential inequality techniques. The results of this paper are new and they complement previously known results.