中立型Cohen-Grossberg神经网络概周期解的存在唯一性

Existence and Uniqueness of Almost Periodic Solution for Neutral Cohen-Grossberg Neural Networks

通过建立线性辅助方程,利用指数二分性及不动点定理,得到了一类中立型Co-hen-Grossberg神经网络概周期解的存在唯一性的充分条件.

A set of sufficient conditions is derived for the existence and uniqueness of almost periodic solution of a class of neutral Cohen-Grossberg neural networks by establishing appropriate linear auxiliary equations and using exponential dichotomy, fixed-point theorem. An example is also discussed to illustrate the efficiency of the obtained results.