Hamiltonian Neural Networks Based Classifiers and Mappings

We point out that Hamiltonian Neural Networks (HNN) and based on HNN orthogonal filters can be used as universal signal processors. To illustrate it, we propose a procedure for design of large scale mappings, classifiers and supervised learning systems.