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Zbl 1227.34030
Kwon, O.M.; Park, Ju H.
Improved delay-dependent stability criterion for neural networks with time-varying delays. (English)
[J] Phys. Lett., A 373, No. 5, 529-535 (2009). ISSN 0375-9601

Summary: In this Letter, the problem of stability analysis for neural networks with time-varying delays is considered. By constructing a new Lyapunov functional, a new delay-dependent stability criterion for the network is established in terms of LMIs (linear matrix inequalities) which can be easily solved by various convex optimization algorithms. Two numerical examples are included to show the effectiveness of proposed criterion.
MSC 2000:
*34B45 Boundary value problems on graphs and networks
34D08 Lyapunov exponents
92B20 General theory of neural networks

Keywords: neural networks; time-varying delays; linear matrix inequality (LMI); Lyapunov method

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