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Zbl 1217.92005
Chen, Wu-Hua; Lu, Xiaomei
Mean square exponential stability of uncertain stochastic delayed neural networks. (English)
[J] Phys. Lett., A 372, No. 7, 1061-1069 (2008). ISSN 0375-9601

Summary: This letter concerns the mean square exponential stability of uncertain stochastic delayed neural networks. By applying Lyapunov functional method, new delay-dependent/in\-dependent mean square exponential stability criteria are derived in terms of linear matrix inequalities. Two examples are presented which show our result are less conservative than the existing stability criteria.
MSC 2000:
*92B20 General theory of neural networks
68T05 Learning and adaptive systems

Keywords: linear matrix inequality (LMI); mean square exponential stability; delay-dependent criteria

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