On the global asymptotic stability of delayed cellular neural networks

被引:313
作者
Arik, S [1 ]
Tavsanoglu, V
机构
[1] Univ Istanbul, Dept Elect, TR-34850 Istanbul, Turkey
[2] S Bank Univ, Sch EEIE, London SE1 0AA, England
来源
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS | 2000年 / 47卷 / 04期
关键词
delayed cellular neural networks; global stability;
D O I
10.1109/81.841859
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a sufficient condition is presented for the uniqueness and global asymptotic stability of the equilibrium point for delayed cellular neural networks (DCNN's). This condition imposes constraints on the feedback matrices independently of the delay parameter. This result is also discussed from the point of view of its relationship to earlier results.
引用
收藏
页码:571 / 574
页数:4
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