Abstract: Tropical geometry has recently found several applications in the analysis of neural networks with piecewise linear activation functions. This article presents a new look at the problem of ...

Abstract: Despite their remarkable performance, deep neural networks remain mostly “black boxes”, suggesting inexplicability and hindering their wide applications in fields requiring making rational ...

This work presents a new formulation of the axial expansion transport method explicitly using Legendre polynomials for arbitrarily high-order expansions. This new formulation also features an ...