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

Andrei Ivanov, Anna Golovkina, Uwe Iben

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 possi…