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\(\alpha\)-stability of fractional-order Hopfield neural networks - MaRDI portal

\(\alpha\)-stability of fractional-order Hopfield neural networks (Q2289554)

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\(\alpha\)-stability of fractional-order Hopfield neural networks
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    \(\alpha\)-stability of fractional-order Hopfield neural networks (English)
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    23 January 2020
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    Summary: This paper deals with a class of fractional-order Hopfield neural networks. Applying the contraction mapping principle and the inequality technique. Some very verifiable criteria on the \(\alpha\)-stability of fractional-order Hopfield neural networks are obtained. Finally, an example is given to illustrate our main theoretical findings. Our results are new and complement previously known results.
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    Hopfield neural networks
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    fractional order
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    \(\alpha\)-stability
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