An ℋ∞approach to stability analysis of switched Hopfield neural networks with time-delay
✍ Scribed by Choon Ki Ahn
- Publisher
- Springer Netherlands
- Year
- 2009
- Tongue
- English
- Weight
- 473 KB
- Volume
- 60
- Category
- Article
- ISSN
- 0924-090X
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This paper is concerned with delay-dependent stability analysis for uncertain Tagaki-Sugeno (T-S) fuzzy Hopfield neural networks (UFHNNs) with time-varying delay. By decomposing the delay interval into multiple equidistant subintervals, Lyapunov-Krasovskii functionals (LKFs) are constructed on these
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