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Stability of Hopfield-type neural networks. I. (English) Zbl 0837.68098

Summary: The global asymptotic stability of a specific equilibrium position is investigated for a class of Hopfield-type neural networks. Some sufficient conditions are given which guarantee the existence, uniqueness and global asymptotic stability of an unknown equilibrium point.

MSC:

68T05 Learning and adaptive systems in artificial intelligence
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