A Functorial Formulation of Neighborhood Aggregating Deep Learning

Sun Woo Park, Yun Young Choi, U Jin Choi +1

We provide a mathematical interpretation of convolutional (or message passing) neural networks by using presheaves and copresheaves of the set of continuous functions over a topolo…