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Global exponential robust stability of static interval neural networks with time delay in the leakage term. (English) Zbl 1406.92007

Summary: The stability of a class of static interval neural networks with time delay in the leakage term is investigated. By using the method of \(M\)-matrix and the technique of delay differential inequality, we obtain some sufficient conditions ensuring the global exponential robust stability of the networks. The results in this paper extend the corresponding conclusions without leakage delay. An example is given to illustrate the effectiveness of the obtained results.

MSC:

92B20 Neural networks for/in biological studies, artificial life and related topics
34D23 Global stability of solutions to ordinary differential equations
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