四川师范大学学报（自然科学版）2013，Vol.36Issue(2)：202-206,5.DOI:10.3969/j.issn.1001-8395.2013.02.009
Hopfield神经网络的稳定性分析
Instability of Hopfiled Neural Networks
摘要
Abstract
In this paper, instability of non-autonomous Hopfiled neural networks is studied with the Lyapunov direct method. A new sufficient condition for the criterion is derived, and an example is given to show the availability of the condition. Finally an example of autonomous system is given to show that when the system is autonomous, the condition for the criterion in this paper is still new.关键词
Hopfiled神经网络/稳定性/非自治系统Key words
Hopfiled neural networks/ stability/ non-autonomous system分类
数理科学引用本文复制引用
赵鹏,李金仙..Hopfield神经网络的稳定性分析[J].四川师范大学学报（自然科学版）,2013,36(2):202-206,5.基金项目
国家自然科学基金青年基金(11101251)和山西省青年基金(2010021001-1)资助项目 （11101251）
