Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural
Networks

Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks

9 March 2022

Dominika Przewlocka-Rus

Syed Shakib Sarwar

Papers citing "Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks"

12 / 12 papers shown

Title
A Performance Analysis of You Only Look Once Models for Deployment on Constrained Computational Edge Devices in Drone Applications Lucas Rey Ana M. Bernardos Andrzej D. Dobrzycki David Carramiñana Luca Bergesio Juan A. Besada José Ramón Casar 49 3 0 06 Feb 2025
Accelerating PoT Quantization on Edge Devices Rappy Saha Jude Haris José Cano MQ 21 0 0 30 Sep 2024
PowerYOLO: Mixed Precision Model for Hardware Efficient Object Detection with Event Data Dominika Przewlocka-Rus T. Kryjak M. Gorgon 29 0 0 11 Jul 2024
Custom Gradient Estimators are Straight-Through Estimators in Disguise Matt Schoenbauer Daniele Moro Lukasz Lew Andrew G. Howard MQ 25 3 0 08 May 2024
Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution Wen Ma Qiuwen Lou Arman Kazemi Julian Faraone Tariq Afzal SupR 36 0 0 26 Jan 2024
Memory-Efficient Fine-Tuning for Quantized Diffusion Model Hyogon Ryu Seohyun Lim Hyunjung Shim DiffM MQ 27 6 0 09 Jan 2024
A Practical Mixed Precision Algorithm for Post-Training Quantization N. Pandey Markus Nagel M. V. Baalen Yin-Ruey Huang Chirag I. Patel Tijmen Blankevoort MQ 14 18 0 10 Feb 2023
Energy Efficient Hardware Acceleration of Neural Networks with Power-of-Two Quantisation Dominika Przewlocka-Rus T. Kryjak MQ 13 5 0 30 Sep 2022
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation Pedro J. Freire A. Napoli D. A. Ron B. Spinnler M. Anderson W. Schairer T. Bex N. Costa S. Turitsyn Jaroslaw E. Prilepsky 27 28 0 26 Aug 2022
DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization Xinlin Li Bangya Liu Ruizhi Yang Vanessa Courville Chao Xing V. Nia MQ 34 2 0 20 Aug 2022
Computational Complexity Evaluation of Neural Network Applications in Signal Processing Pedro J. Freire S. Srivallapanondh A. Napoli Jaroslaw E. Prilepsky S. Turitsyn 37 1 0 24 Jun 2022
ShiftAddNet: A Hardware-Inspired Deep Network Haoran You Xiaohan Chen Yongan Zhang Chaojian Li Sicheng Li Zihao Liu Zhangyang Wang Yingyan Lin OOD MQ 76 76 0 24 Oct 2020