Learning Time Delay Systems with Neural Ordinary Differential Equations

Xunbi A. Ji, Gabor Orosz

A novel way of using neural networks to learn the dynamics of time delay systems from sequential data is proposed. A neural network with trainable delays is used to approximate the…