具有分布时滞的双向联想记忆型 Cohen-Grossberg神经网络的全局指数稳定性

摘要

A class of the bidirectional associative memory ( BAM) type Cohen-Grossberg neural network with distributed delays was considered by Lyapunov function and Halanay inequality .Some sufficient con-ditions about the existence of equilibrium point , globally exponential stability and globally exponentially robust stability were obtained .At last, an example was given to demonstrated the results .%通过利用李雅普洛夫函数和Halanay不等式研究了具有分布时滞的双向联想记忆型Cohen-Grossberg神经网络，得到平衡点存在性及全局指数稳定性、全局鲁棒指数稳定性的充分条件，最后通过实例验证了结论。