Machine Learning, Neural Network Algorithm, Differential Equations.
and below is a graph which shows the actual mapping it learns. Both graphs plot time on the x axis and the value of the hidden state on the y axis. Hmmmm, what is going on here? The trajectories of the hidden states must overlap to reach the correct solution. However, with a Neural ODE this is