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Delay-dependent exponential stability analysis of delayed neural networks: an LMI approach

✍ Scribed by Xiaofeng Liao; Guanrong Chen; Edgar N. Sanchez


Publisher
Elsevier Science
Year
2003
Tongue
English
Weight
66 KB
Volume
16
Category
Article
ISSN
0893-6080

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Stability analysis on delayed neural net
✍ Tao Li; Aiguo Song; Mingxiang Xue; Haitao Zhang πŸ“‚ Article πŸ“… 2011 πŸ› Elsevier Science 🌐 English βš– 250 KB

In this paper, the asymptotical stability is investigated for a class of delayed neural networks (DNNs), in which one improved delay-partitioning idea is employed. By choosing an augmented Lyapunov-Krasovskii functional and utilizing general convex combination method, two novel conditions are obtain