Unsupervised Reservoir Computing for Solving Ordinary Differential Equations

Marios Mattheakis, Hayden Joy, Pavlos Protopapas

There is a wave of interest in using unsupervised neural networks for solving differential equations. The existing methods are based on feed-forward networks, {while} recurrent neu…