Stability analysis of a discrete Hopfield neural network with delay
โ Scribed by Eric C.C. Tsang; S.S. Qiu; Daniel S. Yeung
- Book ID
- 113815291
- Publisher
- Elsevier Science
- Year
- 2007
- Tongue
- English
- Weight
- 239 KB
- Volume
- 70
- Category
- Article
- ISSN
- 0925-2312
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In this paper, the global stability problem of uncertain Takagi-Sugeno (T-S) fuzzy Hopfield neural networks with time delays (TSFHNNs) is considered. A novel LMI-based stability criterion is obtained by using Lyapunov functional theory to guarantee the asymptotic stability of TSFHNNs. Here, we choos
In this paper we investigate multistability of discrete-time Hopfield-type neural networks with distributed delays and impulses, by using Lyapunov functionals, stability theory and control by impulses. Example and simulation results are given to illustrate the effectiveness of the results.