Articles with "exponential dissipativity" as a keyword



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Exponential dissipativity criteria for generalized BAM neural networks with variable delays

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Published in 2017 at "Neural Computing and Applications"

DOI: 10.1007/s00521-017-3224-0

Abstract: This article evaluates the exponential dissipativity and passivity criterions for generalized bidirectional associative memory neural networks (BAMGNNs) including interval time-varying delayed signals. Exponential dissipativity and passivity criterions are proposed by making suitable Lyapunov–Krasovskii functional and… read more here.

Keywords: dissipativity; neural networks; dissipativity passivity; exponential dissipativity ... See more keywords
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Global exponential dissipativity of neutral-type BAM inertial neural networks with mixed time-varying delays

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Published in 2020 at "Neurocomputing"

DOI: 10.1016/j.neucom.2019.10.082

Abstract: Abstract This paper considers the global exponential dissipativity of neutral-type BAM inertial neural networks with mixed time-varying delays. Firstly, we transform the proposed BAM inertial neural networks to usual one. Secondly, by establishing a new… read more here.

Keywords: inertial neural; neural networks; neutral type; exponential dissipativity ... See more keywords