Improved delay-dependent passivity conditions of delayed neural networks

摘要：

The passivity conditions for delayed neural networks (DNNs) are considered in this paper.The interval of the time delay is divided into two subintervals by introducing an arbitrary interior point. By choosing an augmented Lyapunov- Krasovskii functional and checking its variation in the two subintervals, respectively, two novel conditions are obtained in terms of linear matrix inequalities (LMIs), which can be easily checked by Matlab LMI Toolbox. Finally, two numerical examples are given that our results are less conservative than some existing ones.

关键词： Time-delay neural networks LMIs(linear matrix inequalities) passivity

作者: Yanbang Zhang Fen Zhang

作者单位: College of Mathematics and Information Science,Xianyang Normal University, Xianyang Shaanxi 712000, College of Mathematics and Information Science, Xianyang Normal University, Xianyang Shaanxi 712000,

会议类型: 国际会议

会议名称: The 24th Chinese Control and Decision Conference (第24届中国控制与决策学术年会 2012 CCDC)

会议地点: 太原

会议语种:英文

页码: 3896-3901

在线出版日期: 2012-05-23（万方平台首次上网日期，不代表论文的发表时间）