Univariate Time Series Analysis with Hyper Neural ODE

Neural ordinary differential equations (NODE) are ordinary differential equations whose right-hand side is determined by a neural network. Hyper NODE (hNODE) is a special type of neural network architecture, which is aimed at creating such NODE system that regulates its own parameters based on known...

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Bibliographic Details
Main Authors: Yevhen V. Koshel, Vasiliy Ye. Belozyorov
Format: Article
Language:English
Published: Oles Honchar Dnipro National University 2023-08-01
Series:Journal of Optimization, Differential Equations and Their Applications
Subjects:
Online Access:https://model-dnu.dp.ua/index.php/SM/article/view/187