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变时滞静态神经网络的全局指数稳定性
引用本文:赵環環,刘有军.变时滞静态神经网络的全局指数稳定性[J].太原理工大学学报,2010,41(1).
作者姓名:赵環環  刘有军
作者单位:山西大同大学,数学与计算机科学学院,山西,大同,037009
基金项目:山西省自然科学基金,山西大同大学青年科研基金 
摘    要:基于拓扑度理论和推广的Halanay矩阵微分不等式,研究了变时滞静态神经网络的全局指数稳定性,并给出了实用有效的判定条件。

关 键 词:静态神经网络  时滞  拓扑度  全局指数稳定性

Global Exponential Stability of Static Neural Network with Time-varying Delays
ZHAO Huan-huan,LIU You-jun.Global Exponential Stability of Static Neural Network with Time-varying Delays[J].Journal of Taiyuan University of Technology,2010,41(1).
Authors:ZHAO Huan-huan  LIU You-jun
Institution:ZHAO Huan-huan,LIU You-jun (School of Mathematics , Computer Sciences,Shanxi Datong University,Datong 037009,China)
Abstract:Based on the theory of topological degree and the extended Halanay differential matrix inequalities,the global exponential stability of static neural network with time-varying delays was studied.And a practical and effective judging condition was given.
Keywords:static neural network  delays  topological degree  global exponential stability
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