We numerically demonstrate a network of coupled oscillators that can learn to solve a classification task from a set of examples—performing both training and inference through the nonlinear evolution ...

This repository contains the companion code for Closed-Loop Koopman Operator Approximation. All the code required to generate the paper's plots from raw data is included here. The regression methods ...

Machine learning techniques are commonly used to model complex relationships but implementations on digital hardware are relatively inefficient due to poor matching between conventional computer ...