IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 2000 · 367 citations · 8 references
Natural SciencesNeuroscienceComputational NeuroscienceComputer NetworksDynamical SystemsControl TheoryNetwork StabilityNeural NetworksStabilityStability TheoryTime Delay EffectsAsymptotic StabilityDelay-dependent Stability AnalysisDelay-dependent Stability CriteriaDelay-induced Stability AnalysisDynamical Systems StabilityGlobal StabilityGlobal Stability AnalysisNeural Networks With Delay
In this paper, a sufficient condition is presented for the uniqueness and global asymptotic stability of the equilibrium point for delayed cellular neural networks (DCNN's). This condition imposes constraints on the feedback matrices independently of the delay parameter. This result is also discussed from the point of view of its relationship to earlier results.
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