Figure 1. Artificial Neural Networks. The building block of an artificial neural network is the single neuron (or perceptron) (left panel). Numerical inputs (x) from a data set are multiplied by ...
Neural differential equations are a promising new member in the neural network family. They show the potential of differential equations for time-series data analysis. In this paper, the strength of the ordinary differential equation (ODE) is explored with a new extension. The main goal of this work is to answer the following questions: (i) can ODE be used to redefine the existing neural ...