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LMI-based criteria for global robust stability of bidirectional associative memory networks with time delay. (English) Zbl 1120.34055
Bidirectional associative memory (BAM) networks with delays are studied. New sufficient conditions for the existence, uniqueness and global exponential robust stability of the equilibrium point of such networks are presented by the authors. Linear matrix inequality technique is applied in order to prove stability results. Two examples are given as well.

MSC:
34K20 Stability theory of functional-differential equations
92B20 Neural networks for/in biological studies, artificial life and related topics
93D09 Robust stability
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