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A LMI-based approach to global asymptotic stability of neural networks with time varying delays

โœ Scribed by Wenwu Yu

Publisher
Springer Netherlands
Year
2006
Tongue
English
Weight
311 KB
Volume
48
Category
Article
ISSN
0924-090X

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Global asymptotic stability analysis for neutral stochastic neural networks with time-varying delays
โœ Weiwei Su; Yiming Chen ๐Ÿ“‚ Article ๐Ÿ“… 2009 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 184 KB

In this paper, the global asymptotic stability is investigated for a class of neutral stochastic neural networks with time-varying delays and norm-bounded uncertainties. Based on Lyapunov stability theory and stochastic analysis approaches, delay-dependent criteria are derived to ensure the global,