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Almost sure exponential stability of neutral stochastic delayed cellular neural networks

✍ Scribed by Liqun Zhou; Guangda Hu

Book ID
107504674
Publisher
South China University of Technology and Academy of Mathematics and Systems Science, CAS
Year
2008
Tongue
English
Weight
197 KB
Volume
6
Category
Article
ISSN
1672-6340

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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.