Existence and exponential stability of almost periodic solutions for BAM cellular neural networks with time-varying delays and continuously distributed delays

Abstract

This paper consider a class of bidirectional associative memory (BAM) cellular neural networks with delays. By using the fixed point theorem and differential inequality techniques, some new sufficient conditions are established for the existence, uniqueness and global exponential stability of the almost periodic solutions. The obtained sufficient conditions are easy to verify and our results complement previously known results.