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Zbl 1198.34163
Senan, Sibel; Arik, Sabri
New results for global robust stability of bidirectional associative memory neural networks with multiple time delays. (English)
[J] Chaos Solitons Fractals 41, No. 4, 2106-2114 (2009). ISSN 0960-0779

Summary: This paper presents some new sufficient conditions for the global robust asymptotic stability of the equilibrium point for bidirectional associative memory (BAM) neural networks with multiple time delays. The results we obtain impose constraint conditions on the network parameters of neural system independently of the delay parameter, and they are applicable to all bounded continuous non-monotonic neuron activation functions. We also give some numerical examples to demonstrate the applicability and effectiveness of our results, and compare the results with the previous robust stability results derived in the literature. \par Editorial remark: There are doubts about a proper peer-reviewing procedure of this journal. The editor-in-chief has retired, but, according to a statement of the publisher, articles accepted under his guidance are published without additional control.

MSC 2000:: *34K20 Stability theory of functional-differential equations
92B20 General theory of neural networks
93D09 Robust stability of control systems

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