Deep kernel recursive least-squares algorithm

We present a new kernel-based algorithm for modeling evenly distributed multidimensional datasets that does not rely on input space sparsification. The presented method reorganizes the typical single-layer kernel-based model into a deep hierarchical structure, such that the weights of a kernel model...

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Bibliographic Details

Published in:	Nonlinear dynamics Vol. 104; no. 3; pp. 2515 - 2530
Main Authors:	Mohamadipanah, Hossein, Heydari, Mahdi, Chowdhary, Girish
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Netherlands 01.05.2021 Springer Nature B.V
Subjects:	Algorithms Automotive Engineering Classical Mechanics Control Dynamical Systems Engineering Kernels Mechanical Engineering Model accuracy Original Paper Structural hierarchy Vibration Deep hierarchical structure Kernel recursive least square Multidimensional dataset
ISSN:	0924-090X, 1573-269X
Online Access:	Get full text
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