Deep Positron: A Deep Neural Network Using the Posit Number System

Deep Positron: A Deep Neural Network Using the Posit Number System

5 December 2018

Zachariah Carmichael

Seyed Hamed Fatemi Langroudi

Dhireesha Kudithipudi

Papers citing "Deep Positron: A Deep Neural Network Using the Posit Number System"

8 / 8 papers shown

Title
EntroLLM: Entropy Encoded Weight Compression for Efficient Large Language Model Inference on Edge Devices Arnab Sanyal Prithwish Mukherjee Gourav Datta Sandeep P. Chinchali MQ 112 0 0 05 May 2025
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 28 4 0 30 Apr 2024
PDPU: An Open-Source Posit Dot-Product Unit for Deep Learning Applications Qiong Li Chao Fang Zhongfeng Wang 11 4 0 03 Feb 2023
Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks Cheng Gong Ye Lu Kunpeng Xie Zongming Jin Tao Li Yanzhi Wang MQ 19 7 0 08 Sep 2021
PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit Gonçalo Raposo P. Tomás Nuno Roma MQ 13 19 0 30 Apr 2021
PLAM: a Posit Logarithm-Approximate Multiplier Raul Murillo Alberto A. Del Barrio Guillermo Botella Min Soo Kim Hyunjin Kim N. Bagherzadeh TPM 24 25 0 18 Feb 2021
Training Deep Neural Networks Using Posit Number System Jinming Lu Siyuan Lu Zhisheng Wang Chao Fang Jun Lin Zhongfeng Wang Li Du MQ 16 13 0 06 Sep 2019
Deep Learning Training on the Edge with Low-Precision Posits H. F. Langroudi Zachariah Carmichael Dhireesha Kudithipudi MQ 16 14 0 30 Jul 2019