Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis

Inés Gonzalez Pepe, Vinuyan Sivakolunthu, Hae Lang Park +2

This paper investigates the numerical uncertainty of Convolutional Neural Networks (CNNs) inference for structural brain MRI analysis. It applies Random Rounding -- a stochastic ar…