摘要
该文利用一个新的Liapunov函数,讨论了带时延细胞神经网络的全局渐近稳定性,得到了一些判定网络的全局渐近稳定新的充分条件,所得到的结果较之P.P.Civalleri等人的结果简单和实用且对于具体设计带时延细胞神经网络有重要的指导意义。
In this paper, global asymptotic stability for cellular neural networks with time delay is discussed using a novel Liapunov function. Some novel sufficient conditions for global asymptotic stability are obtained. Those results are simple and practical than given by P. P. Civalleri et al, and have a leading importance to design cellular neural networks with time delay.
出处
《电子与信息学报》
EI
CSCD
北大核心
2001年第1期45-52,共8页
Journal of Electronics & Information Technology
关键词
时延
细胞神经网络
LIAPUNOV函数
渐近稳定性
充分条件
Time delay, Cellular neural networks, Liapunov function, Global asymptotic stability, Sufficicent condition