Large-time asymptotics in deep learning

1 code implementation • 6 Aug 2020 • Carlos Esteve, Borjan Geshkovski, Dario Pighin, Enrique Zuazua

We consider the neural ODE perspective of supervised learning and study the impact of the final time $T$ (which may indicate the depth of a corresponding ResNet) in training.