纺织高校基础科学学报2013,Vol.26Issue(2):256-259,4.
含时变脉冲Hopfield型神经网络的全局指数稳定性
Global exponential stability of Hopfield neural network with time-varying impulses
摘要
Abstract
In this paper,the global exponential stability of Hopfield neural network with time-varying impulses is investigated.By using Lyapunov functionals and comparative methods,a sufficient condition is provided to ensure the global exponential stability of Hopfield neural network with time-varying impulses.A numerical example is given to illustrate the effectiveness of the theoretical results.关键词
Hopfield神经网络/时变脉冲/全局指数稳定性Key words
Hopfield neural networks/time-varying impulses/ the global exponential stability分类
数理科学引用本文复制引用
姚爱超,高兴宝..含时变脉冲Hopfield型神经网络的全局指数稳定性[J].纺织高校基础科学学报,2013,26(2):256-259,4.基金项目
国家自然科学基金资助项目(61273311 ()
61173094) ()