Polynomial Neural Networks and Taylor maps for Dynamical Systems Simulation and Learning

24th European Conference on Artificial Intelligence - ECAI 2020 The connection of Taylor maps and polynomial neural networks (PNN) to solve ordinary differential equations (ODEs) numerically is considered. Having the system of ODEs, it is possible to calculate weights of PNN that simulates the dynam...

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Hauptverfasser:	Ivanov, Andrei, Golovkina, Anna, Iben, Uwe
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Neural and Evolutionary Computing Computer Science - Numerical Analysis Mathematics - Numerical Analysis
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