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Sufficient and necessary conditions for global exponential stability of discrete-time recurrent neural networks

✍ Scribed by Lisheng Wang, ; Zongben Xu,

Book ID
120524038
Publisher
IEEE
Year
2006
Tongue
English
Weight
326 KB
Volume
53
Category
Article
ISSN
1057-7122

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Some sufficient conditions for global ex
Some sufficient conditions for global exponential stability of delayed Hopfield neural networks
✍ Hongtao Lu; Fu-Lai Chung; Zhenya He πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 155 KB

In this paper, we have derived some sufficient conditions for existence and uniqueness of equilibrium and global exponential stability in delayed Hopfield neural networks by using a different approach from the usually used one where the existence, uniqueness of equilibrium and stability are proved i