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Finite-Time Stability of Fractional-Order Neural Networks with Delay
Abstract:Finite-time stability of a class of fractional-order neural networks is investigated in this paper.By Laplace transform,the generalized Gronwall inequality and estimates of Mittag-Leffler functions,sufficient conditions are presented to ensure the finite-time stability of such neural models with the Caputo fractional derivatives.Furthermore,results about asymptotical stability of fractional-order neural models are also obtained.
Keywords:neural networks  fractional-order  finite-time stability  Gronwall inequality
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