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Zbl 1236.92006
Kwon, O.M.; Lee, S.M.; Park, Ju H.
Improved delay-dependent exponential stability for uncertain stochastic neural networks with time-varying delays. (English)
[J] Phys. Lett., A 374, No. 10, 1232-1241 (2010); erratum ibid. 374, No. 24, 2500 (2010). ISSN 0375-9601

Summary: This Letter investigates the problem of delay-dependent exponential stability analysis for uncertain stochastic neural networks with time-varying delays. Based on the Lyapunov stability theory, improved delay-dependent exponential stability criteria for the networks are established in terms of linear matrix inequalities (LMIs).
MSC 2000:
*92B20 General theory of neural networks
68T05 Learning and adaptive systems
15A45 Miscellaneous inequalities involving matrices

Keywords: LMI; Lyapunov method

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