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New conditions on global stability of Cohen-Grossberg neural networks. (English) Zbl 1086.68573

Summary: In this letter, we discuss the dynamics of the Cohen-Grossberg neural networks. We provide a new and relaxed set of sufficient conditions for the Cohen-Grossberg networks to be absolutely stable and exponentially stable globally. We also provide an estimate of the rate of convergence.

MSC:

68T05 Learning and adaptive systems in artificial intelligence
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