Delay-dependent Passivity Criterion for Hopfield Neural Networks

摘要：

In this paper, the problem of passivity for Hopfield neural networks with time-varying delay is investigated. Different from the others, the restriction that the derivative of time-varying delay be less than 1 is removed. The descriptor model transformation is used to ensure a less conservative criterion. The obtained passivity criterion is formulated in terms of linear matrix inequalities. Two numerical examples are given to illustrate the effectiveness of our methods.

关键词： Hopfield neural networks Delay-dependent Passivity criterion Linear matrix inequality

作者: Jin Zhu Qiangkui Leng Qingling Zhang

作者单位: Institute of Systems Science, Northeastern University, Shenyang, Liaoning,110004, P.R.China Key Labo College of Information Science and Engineering, Bohai University, Jinzhou, Liaoning, 121000, P.R.Chi

会议类型: 国际会议

会议名称: The 22nd China Control and Decision Conference(2010年中国控制与决策会议)

会议地点: 徐州

会议语种:英文

页码: 1267-1272

在线出版日期: 2010-05-26（万方平台首次上网日期，不代表论文的发表时间）