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Zhang, Jiye; Yang, Yiren

Global stability analysis of bidirectional associative memory neural networks with time delay. (English) Zbl 1001.34066

Int. J. Circuit Theory Appl. 29, No. 2, 185-196 (2001).
Here, bidirectional associative memory neural networks with fixed time delays or distributed time delays are studied. New conditions ensuring existence, uniqueness and global asymptotic stability for such networks are proved. These conditions are applicable for a large class of bidirectional associative memory neural networks with delays.
Reviewer: Angela Slavova (Sofia)

Cited in 45 Documents

MSC:

34K20 Stability theory of functional-differential equations
92B20 Neural networks for/in biological studies, artificial life and related topics
34K12 Growth, boundedness, comparison of solutions to functional-differential equations

Keywords:

associative memory neural networks; time delay; global stability
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\textit{J. Zhang} and \textit{Y. Yang}, Int. J. Circuit Theory Appl. 29, No. 2, 185--196 (2001; Zbl 1001.34066)
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