Convolutional Filtering and Neural Networks with Non Commutative Algebras

Alejandro Parada-Mayorga, Landon Butler, Alejandro Ribeiro

In this paper we introduce and study the algebraic generalization of non commutative convolutional neural networks. We leverage the theory of algebraic signal processing to model c…