摘要
利用拓扑度理论和Liapunov泛函方法讨论了变时滞区间细胞神经网络的全局鲁棒稳定性．给出了实用有效的判定条件,推广了有关文献中的结果．
This paper discusses the global robust stability of interval cellular neural networks with time-varying delays by the theory of topological degree and Liapunov functional methods.And the fairly general and easily verifiable criteria is presented.The cellular neural network model considered in this paper includes many well-known neural network models as its special cases.
出处
《生物数学学报》
CSCD
北大核心
2006年第4期557-563,共7页
Journal of Biomathematics
基金
国家自然科学基金(10171072)资助项目
关键词
神经网络
变时滞
鲁棒稳定性
Cellular neural network
Time-varying delay
Robust stability
