Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit

Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit

22 May 2018

Seyed Hamed Fatemi Langroudi

Tej Pandit

Dhireesha Kudithipudi

Papers citing "Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit"

4 / 4 papers shown

Title
PDPU: An Open-Source Posit Dot-Product Unit for Deep Learning Applications Qiong Li Chao Fang Zhongfeng Wang 21 4 0 03 Feb 2023
PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit Gonçalo Raposo P. Tomás Nuno Roma MQ 42 19 0 30 Apr 2021
Deep Learning Training on the Edge with Low-Precision Posits H. F. Langroudi Zachariah Carmichael Dhireesha Kudithipudi MQ 21 14 0 30 Jul 2019
Deep Positron: A Deep Neural Network Using the Posit Number System Zachariah Carmichael Seyed Hamed Fatemi Langroudi Char Khazanov Jeffrey Lillie J. Gustafson Dhireesha Kudithipudi MQ 17 96 0 05 Dec 2018