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Almost sure exponential stability of stochastic cellular neural networks with unbounded distributed delays

✍ Scribed by Chuangxia Huang; Jinde Cao

Book ID
113816221
Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
164 KB
Volume
72
Category
Article
ISSN
0925-2312

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πŸ“œ SIMILAR VOLUMES

Almost sure exponential stability of del
Almost sure exponential stability of delayed Hopfield neural networks
✍ Chuangxia Huang; Ping Chen; Yigang He; Lihong Huang; Wen Tan πŸ“‚ Article πŸ“… 2008 πŸ› Elsevier Science 🌐 English βš– 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.