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Stability research of the Hopfield neural networks with time delay. (Chinese. English summary) Zbl 1174.34064
Summary: The global asymptotic stability of the equilibrium for Hopfield neural networks differential equation with discrete delays and with continuously distributed delays are considered, respectively. Some sufficient conditions are given for the existence of a global asymptotic stable equilibrium of the networks.
MSC:
34K20 Stability theory of functional-differential equations
34D30 Structural stability and analogous concepts of solutions to ordinary differential equations
92B20 Neural networks for/in biological studies, artificial life and related topics
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