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Mean square exponential stability of stochastic neural networks with reaction–diffusion terms and delays

✍ Scribed by Xiaohui Xu; Jiye Zhang; Weihua Zhang

Book ID
108052572
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
489 KB
Volume
24
Category
Article
ISSN
0893-9659

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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