Machine Learning, Neural Network Algorithm, Differential Equations.
often employ. The way to encode this into the Neural ODE architecture is to increase the dimensionality of the space the ODE is solved in. If our hidden state is a vector in ℝ^n, we can add on d extra dimensions and solve the ODE in ℝ^(n+d). The augmented ODE is shown below. We are concatenating a