IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2000 · 319 citations · 11 references
Natural SciencesComputer ScienceDifferential EquationsDynamical SystemsInterconnection NetworksControl TheoryNetwork StabilityNeural NetworksStabilityStability TheoryTime Delay EffectsAsymptotic StabilityDelay-dependent StabilityDelay-dependent Stability AnalysisDelay-dependent Stability CriteriaDelay-induced Stability AnalysisEquilibrium Point AnalysisNeural Networks With DelayTime-delay Systems
In this paper, the author derives 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.
11