Training Deep Neural Networks Using Posit Number System

Jinming Lu, Siyuan Lu, Zhisheng Wang +4

With the increasing size of Deep Neural Network (DNN) models, the high memory space requirements and computational complexity have become an obstacle for efficient DNN implementati…