Cluster-based classification with neural ODEs via control

Antonio Álvarez-López, Rafael Orive-Illera, Enrique Zuazua

We address binary classification using neural ordinary differential equations from the perspective of simultaneous control of $N$ data points. We consider a single-neuron architect…