Stability Analysis for a Class of Delay Neural Networks with Nonlinear Perturbations

摘要：

In this paper, we consider a class of timedelay dynamical neural networks with nonlinear perturbation. The nonlinear perturbation functions are assumed bounded. we derive a robust stability criterion independent of delay. The sufficient criterion is given in terms of linear matrix inequality (LMI). The checking for robust stability of time-delay dynamical neural networks with nonlinear perturbation by our result can be carried out rather simply, and convenient for the application. The applicability of our results is demonstrated by means of a specific example.

作者: Ruliang Wang Jin Wang Hong lei

作者单位: Department of Information Technology Guangxi Teachers University Nanning, 530001 Computer Center of China West Normal University Nanchong Sichuan,637002

会议类型: 国际会议

会议名称: Fourth International Conference on Impulsive and Hybrid Dynamical Systems(ICIHDS 2007)(第四届国际脉冲和混合动力系统学术会议)

会议地点: 南宁

会议语种:英文

在线出版日期: 2007-07-20（万方平台首次上网日期，不代表论文的发表时间）