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Asymptotic stability 1 Impulsive high-order Hopfield type neural networks 1 Lyapunov function 1
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He, Linman 1 Xu, Bingji 1 Xu, Yuan 1
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Mathematics and Computers in Simulation (MATCOM) 1
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LMI-based stability analysis of impulsive high-order Hopfield-type neural networks
Xu, Bingji; Xu, Yuan; He, Linman - In: Mathematics and Computers in Simulation (MATCOM) 86 (2012) C, pp. 67-77
This paper investigates the asymptotic stability of a class of impulsive high-order neural networks, which can be considered as an expansion of Hopfield neural networks. By employing Lyapunov functions and linear matrix inequality (LMI) technique, sufficient conditions that guarantee the global...
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