National Changhua University of Education Institutional Repository : Item 987654321/13661
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题名: A Delay-Dependent Approach to Passivity Analysis for Uncertain Neural Networks with Time-varying Delay
作者: Lu, Chien-Yu;Tsai, Hsun-Heng;Su, Te-Jen;Tsai, Jason Sheng-Hong;Liao, Chin-Wen
贡献者: 工業教育與技術學系
关键词: Passivity analysis;Linear matrix inequality;Neural networks;Delay dependence
日期: 2008
上传时间: 2012-08-27T10:40:54Z
出版者: Springer
摘要: This paper deals with the problem of passivity analysis for neural networks with time-varying delay, which is subject to norm-bounded time-varying parameter uncertainties. The activation functions are supposed to be bounded and globally Lipschitz continuous. Delay-dependent passivity condition is proposed by using the free-weighting matrix approach. These passivity conditions are obtained in terms of linear matrix inequalities, which can be investigated easily by using standard algorithms. Two illustrative examples are provided to demonstrate the effectiveness of the proposed criteria.
關聯: Neural Process Letters, 27: 237-246
显示于类别:[工業教育與技術學系] 期刊論文

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