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Existence and exponential stability of almost periodic solutions for Hopfield neural networks with delays

โœ Scribed by Bingwen Liu; Lihong Huang


Book ID
113814122
Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
243 KB
Volume
68
Category
Article
ISSN
0925-2312

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Almost sure exponential stability of del
โœ Chuangxia Huang; Ping Chen; Yigang He; Lihong Huang; Wen Tan ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 187 KB

The stability of stochastic delayed Hopfield neural networks (DHNN) is investigated in this paper. Under the help of suitable Lyapunov function and the semimartingale convergence theorem, we obtain some sufficient criteria to check the almost sure exponential stability of the DHNN.