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Mean square exponential stability of stochastic fuzzy Hopfield neural networks with discrete and distributed time-varying delays

✍ Scribed by Hongyi Li; Bing Chen; Chong Lin; Qi Zhou

Book ID
113816202
Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
389 KB
Volume
72
Category
Article
ISSN
0925-2312

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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