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Zbl 0992.93080
Arik, Sabri
Stability analysis of delayed neural networks. (English)
[J] IEEE Trans. Circuits Syst., I, Fundam. Theory Appl. 47, No.7, 1089-1092 (2000). ISSN 1057-7122

Summary: We derive several sufficient conditions for the asymptotic stability of delayed neural networks. These conditions ensure the asymptotic stability of the equilibrium point of a delayed neural network independently of the delay parameter. The results obtained impose constraint conditions on the interconnection matrix of the neural system. These results are also compared with the earlier results derived in the literature.
MSC 2000:
*93D20 Asymptotic stability of control systems
68T05 Learning and adaptive systems
93E25 Computational methods in stochastic control

Keywords: asymptotic stability; delayed neural networks; equilibrium point

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