The ultimate goal of the Pauli Space project is to develop a scalable theory of deep learning that goes beyond statistical machine learning. In terms of theoretical background, we rely heavily on mathematics, information theory and neuroscience.

A key part of this objective will be greater emphasis on better scientific methodology and theoretically-motivated experiments.