paper

Noncommutative Geometry of Computational Models and Uniformization for Framed Quiver Varieties

arXiv:2201.05900

Abstract

We formulate a mathematical setup for computational neural networks using noncommutative algebras and near-rings, in motivation of quantum automata. We study the moduli space of the corresponding framed quiver representations, and find moduli of Euclidean and non-compact types in light of uniformization.

Noncommutative Geometry of Computational Models and Uniformization for Framed Quiver Varieties · wovepaper