Stability results for stochastic bidirectional associative memory neural networks with multiple discrete and distributed time-varying delays

DOI10.1080/00207160.2010.500374zbMath1220.34103OpenAlexW2082982679MaRDI QIDQ3008347

Rajan Rakkiyappan, Xiaodi Li, Pagavathigounder Balasubramaniam

Publication date: 15 June 2011

Published in: International Journal of Computer Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207160.2010.500374

zbMATH Keywords

linear matrix inequalityLyapunov functionalglobal asymptotic stabilitystochastic BAM neural networksmultiple time-varying delays

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Stability theory of functional-differential equations (34K20) Stochastic functional-differential equations (34K50) Qualitative investigation and simulation of models involving functional-differential equations (34K60)

Related Items (4)

Global stabilization of fractional-order bidirectional associative memory neural networks with mixed time delays via adaptive feedback control ⋮ Analysis of associative memories based on cellular neural networks with value-varying templates ⋮ Exponential stability of stochastic Hopfield neural network with mixed multiple delays ⋮ Improved asymptotic stability conditions for neural networks with discrete and distributed delays

Uses Software

• LMI toolbox

Cites Work

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• SYNCHRONIZATION OF NEURAL NETWORKS OF NEUTRAL TYPE WITH STOCHASTIC PERTURBATION
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• Qualitative analysis of Bi-directional Associative Memory with time delay

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