Systems of Singular Differential Equations as the Basis for Neural Network Modeling of Chaotic Processes

Currently, systems of neural ordinary differential equations (ODEs) have become widespread for modeling various dynamic processes. However, in forecasting tasks, priority remains with the classical neural network approach to building a model. This is due to the fact that by choosing the neural netwo...

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Bibliographic Details
Main Authors: Vasiliy Ye. Belozyorov, Oleksandr A. Inkin
Format: Article
Language:English
Published: Oles Honchar Dnipro National University 2023-09-01
Series:Journal of Optimization, Differential Equations and Their Applications
Subjects:
Online Access:https://model-dnu.dp.ua/index.php/SM/article/view/186