Machine Learning, Neural Network Algorithm, Differential Equations.
ODEs cannot model the simple 1-D function A_1. In fact, any data that is not linearly separable within its own space breaks the architecture. For example, the annulus distribution below, which we will call A_2. In this data distribution, everything radially between the origin and r_1 is one class