Abstract: In this study, a method of identifying the direct transfer function of a target plant using quaternion-valued neural networks (QVNNs) was proposed. Its possibility for controlling nonlinear ...
Abstract: While accurate, black-box system identification models lack interpretability of the underlying system dynamics. This letter proposes State-Space Kolmogorov-Arnold Networks (SS-KAN) to ...
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