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Further results on mean square exponential stability of uncertain stochastic delayed neural networks

✍ Scribed by Jianjiang Yu; Kanjian Zhang; Shumin Fei


Book ID
108096850
Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
215 KB
Volume
14
Category
Article
ISSN
1007-5704

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Mean square exponential stability of sto
✍ Chuangxia Huang; Yigang He; Hainu Wang πŸ“‚ Article πŸ“… 2008 πŸ› Elsevier Science 🌐 English βš– 288 KB

The stability of a class of stochastic Recurrent Neural Networks with time-varying delays is investigated in this paper. With the help of the Lyapunov function and the Dini derivative of the expectation of V (t, X (t)) ''along'' the solution X (t) of the model, a set of novel sufficient conditions o