A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations

Alessandro Benfenati, Alessio Marta

Deep Neural Networks are widely used for solving complex problems in several scientific areas, such as speech recognition, machine translation, image analysis. The strategies emplo…