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Input-to-state stability (ISS) analysis for dynamic neural networks
262
Citations
18
References
2002
Year
Nonlinear ControlNonlinear System IdentificationEngineeringMathematical Control TheoryDynamic Neural NetworksSystem StabilitySystems EngineeringLyapunov AnalysisControllabilityLyapunov FunctionStability AnalysisStability
This paper presents the input-to-state (ISS) analysis for dynamic neural networks. We determine, using a Lyapunov function, conditions to guarantee ISS; they also guarantee globally asymptotically stability.
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