Universal Approximation Property of Hamiltonian Deep Neural Networks

Muhammad Zakwan, Massimiliano d'Angelo, Giancarlo Ferrari-Trecate

This paper investigates the universal approximation capabilities of Hamiltonian Deep Neural Networks (HDNNs) that arise from the discretization of Hamiltonian Neural Ordinary Diffe…