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Global Mittag-Leffler stabilization of fractional-order BAM neural networks with linear state feedback controllers - MaRDI portal

Global Mittag-Leffler stabilization of fractional-order BAM neural networks with linear state feedback controllers (Q2007125)

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scientific article; zbMATH DE number 7259638
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English
Global Mittag-Leffler stabilization of fractional-order BAM neural networks with linear state feedback controllers
scientific article; zbMATH DE number 7259638

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    Global Mittag-Leffler stabilization of fractional-order BAM neural networks with linear state feedback controllers (English)
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    12 October 2020
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    Summary: In this paper, the global Mittag-Leffler stabilization of fractional-order BAM neural networks is investigated. First, a new lemma is proposed by using basic inequality to broaden the selection of Lyapunov function. Second, linear state feedback control strategies are designed to induce the stability of fractional-order BAM neural networks. Third, based on constructed Lyapunov function, generalized Gronwall-like inequality, and control strategies, several sufficient conditions for the global Mittag-Leffler stabilization of fractional-order BAM neural networks are established. Finally, a numerical simulation is given to demonstrate the effectiveness of our theoretical results.
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