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Nonlinear Continuous Dynamic System Identification by Automatic Localized Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper describes an automated localized modeling method to identify continuous nonlinear dynamic systems from their operating data. Using a method similar to finite element method’s automatic ...
Function Space BFGS Quasi-Newton Learning Algorithm for Time-Varying Recurrent Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper describes a new learning algorithm for time-varying recurrent neural networks whose weights are functions of time instead of scalars. First, an objective functional that is a function ...
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