Exponential stability of delayed bi-directional associative memory networks

Exponential stability of delayed bi-directional associative memory networks
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DOI：
10.1109/icosp.2000.893435
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发表时间：
2000-08
期刊：
WCC 2000 - ICSP 2000. 2000 5th International Conference on Signal Processing Proceedings. 16th World Computer Congress 2000
影响因子：
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通讯作者：
Jinde Cao
Jinde Cao
中科院分区：
其他
文献类型：
--
作者：
Jinde Cao

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通过构造适当的李雅普诺夫泛函和不等式2ab/spl les/a/sup 2/+B/sup 2/技巧，得到了时滞双向联想记忆（BAM）网络全局指数稳定的充分条件.这些条件对于时滞BAM全局指数稳定神经网络的设计和应用具有重要的指导意义。
Some sufficient conditions are derived for the global exponential stability in delayed bi-directional associative memory (BAM) networks by constructing a suitable Lyapunov functional and the inequality 2ab/spl les/a/sup 2/+b/sup 2/ technique. These conditions have an important leading significance in the design and applications of globally exponentially stable neural circuits for delayed BAM.