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Global asymptotic stability of bi-directional associative memory networks with distributed delays. (English) Zbl 1046.94020
Summary: Several sufficient conditions are derived for the global asymptotic stability in bi-directional associative memory (BAM) networks with distributed delays by constructing suitable Lyapunov functionals and using the Young inequality technique. These conditions have significance in the design and applications of globally asymptotically stable neural circuits for BAM with distributed delays.
MSC:
94C05Analytic circuit theory
68T05Learning and adaptive systems
93D20Asymptotic stability of control systems
34D23Global stability of ODE