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Mean square exponential stability of generalized stochastic neural networks with time-varying delays

โœ Scribed by Jianjiang Yu; Kanjian Zhang; Shumin Fei

Book ID
112006744
Publisher
John Wiley and Sons
Year
2009
Tongue
English
Weight
204 KB
Volume
11
Category
Article
ISSN
1561-8625

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โœ Chuangxia Huang; Yigang He; Hainu Wang ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 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