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题名: A delay-dependent approach to robust stability for uncertain stochastic neural networks with time-varying delay
作者: Lu, Chien-Yu;Liao, Chin-Wen;Chang, Koan-Yuh;Chang, Wen-Jer
贡献者: 工業教育與技術學系
关键词: Time-varying delay;Linear matrix inequality;Neural networks;Uncertainty;Robust stability
日期: 2010-02
上传时间: 2012-08-27T10:22:15Z
出版者: National Taiwan Ocean University
摘要: This paper investigates the global delay-dependent robust stability in the mean square for uncertain stochastic neural networks with time-varying delay. The activation functions are assumed to be globally Lipschitz continuous. Based on a linear matrix inequality approach, globally delay-dependent robust stability criterion is derived by introducing some relaxation matrices which, when chosen properly, lead to a less conservative result. Two numerical examples are given to illustrate the effectiveness of the method.
關聯: Journal of Marine Science and Technology, 18(1) : 77-83
显示于类别:[工業教育與技術學系] 期刊論文

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