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Zbl 1225.34080
Tian, Junkang; Zhong, Shouming
Improved delay-dependent stability criterion for neural networks with time-varying delay. (English)
[J] Appl. Math. Comput. 217, No. 24, 10278-10288 (2011). ISSN 0096-3003

A class of neural networks with time-varying delay is studied. The authors prove a delay-dependent asymptotic stability criterion for such nets by means of a Lyapunov functional containing a triple-integral term. Numerical examples are provided in order to illustrate the obtained theoretical results.
[Angela Slavova (Sofia)]
MSC 2000:
*34K20 Stability theory of functional-differential equations
92B20 General theory of neural networks

Keywords: delay-dependent stability; neural networks; time-varying delay; linear matrix inequality

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