Stability of Hopfield neural networks with time delays and variable-time impulses
β Scribed by Chao Liu, Chuandong Li, Tingwen Huang, Chaojie Li
- Book ID
- 118787434
- Publisher
- Springer-Verlag
- Year
- 2011
- Tongue
- English
- Weight
- 376 KB
- Volume
- 22
- Category
- Article
- ISSN
- 0941-0643
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We investigate stationary oscillation for high-order Hopfield neural networks with time delays and impulses. In a recent paper [J. Zhang, Z. J. Gui, Existence and stability of periodic solutions of high-order Hopfield neural networks with impulses and delays, Journal of Computational and Applied Mat
In this paper, by utilizing the Lyapunov functionals, the analysis method and the impulsive control, we analyze the exponential stability of Hopfield neural networks with time-varying delays. A new criterion on the exponential stabilization by impulses and the exponential stabilization by periodic i