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Zbl 1179.34080
Kwon, O.M.; Park, Ju H.
Exponential stability analysis for uncertain neural networks with interval time-varying delays. (English)
[J] Appl. Math. Comput. 212, No. 2, 530-541 (2009). ISSN 0096-3003

The authors establish exponential stability for neural networks with norm-bounded parametric uncertainties and interval time-varying delays. New delay-dependent exponential stability criteria with an exponential convergence rate are presented by means of linear matrix inequalities and Lyapunov method. Two numerical examples are considered.
[Chuanzhi Bai (Huaian)]
MSC 2000:
*34K20 Stability theory of functional-differential equations
92B20 General theory of neural networks
34K25 Asymptotic theory of functional-differential equations

Keywords: neural networks; exponential stability; interval time-varying delays; Lyapunov functional

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