脉冲时滞BAM神经网络的稳定性分析

摘要

本文研究了具变时滞和脉冲的BAM神经网络模型.利用M矩阵理论、反证法,得到了脉冲时滞BAM神经网络平衡解的存在性、唯一性和全局指数稳定性成立的充分条件.一个数值例子证明的所得结论的有效性.%In this paper,a class of BAM neural networks with time-varying delays and impulses is studied.In terms of the M-matrix theory and reduction to absurdity,we present sufficient conditions which guarantee the existence,uniqueness and global exponential stability of the equilibrium point for the addressed neural networks.A numerical example is provided to illustrate the effectiveness of the obtained results.