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th moment exponential stability of stochastic recurrent neural networks with time-varying delays

✍ Scribed by Yonghui Sun; Jinde Cao

Book ID
108225970
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
233 KB
Volume
8
Category
Article
ISSN
1468-1218

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Mean square exponential stability of sto
Mean square exponential stability of stochastic recurrent neural networks with time-varying delays
✍ 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