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A novel deep neural network with the dynamical moving window data for nonlinear system identification

Yanjiao Wang, Zhaogui Cai, Muqing Deng

2026Communications in Nonlinear Science and Numerical Simulation10 citationsDOI

Topics & Concepts

Gradient descentComputer scienceMaxima and minimaArtificial neural networkDeep learningNonlinear systemConvergence (economics)Artificial intelligenceDeep neural networksDynamical systems theoryAlgorithmBackpropagationWindow (computing)Dynamical system (definition)Identification (biology)Rate of convergenceMoving averageSystem identificationGradient methodPattern recognition (psychology)Nonlinear conjugate gradient methodTrajectoryStochastic gradient descentTest dataNonlinear system identificationMethod of steepest descentNetwork architectureLinear dynamical systemNonlinear dynamical systemsSensitivity (control systems)Control Systems and IdentificationNeural Networks and ApplicationsAdvanced Adaptive Filtering Techniques
A novel deep neural network with the dynamical moving window data for nonlinear system identification | Litcius