Machine Learning, Neural Network Algorithm, Differential Equations.
Augmented Neural ODEs out of Oxford, headed by Emilien Dupont, a few examples of intractable data for Neural ODEs are given. Let’s use one of their examples. Let A_1 be a function such that A_1(1) = -1 and A_1(-1) = 1. Above is a graph which shows the ideal mapping a Neural ODE would learn for A_1,