摘要
通过利用李雅普洛夫函数和Halanay不等式研究了具有分布时滞的双向联想记忆型Cohen-Grossberg神经网络,得到平衡点存在性及全局指数稳定性、全局鲁棒指数稳定性的充分条件,最后通过实例验证了结论.
A class of the bidirectional associative memory ( BAM) type Cohen-Grossberg neural network with distributed delays was considered by Lyapunov function and Halanay inequality .Some sufficient con-ditions about the existence of equilibrium point , globally exponential stability and globally exponentially robust stability were obtained .At last, an example was given to demonstrated the results .
出处
《仲恺农业工程学院学报》
CAS
2013年第4期47-50,共4页
Journal of Zhongkai University of Agriculture and Engineering
基金
Supported by National Natural Science Foundation of China(31071560)
Natural Science Foundation of Guangdong Province(10151022501000004)
