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Fixed-point Quantization of Convolutional Neural Networks for Quantized
  Inference on Embedded Platforms

Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedded Platforms

3 February 2021
Rishabh Goyal
Joaquin Vanschoren
V. V. Acht
S. Nijssen
    MQ
ArXivPDFHTML

Papers citing "Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedded Platforms"

7 / 7 papers shown
Title
Certified ML Object Detection for Surveillance Missions
Certified ML Object Detection for Surveillance Missions
Mohammed Belcaid
Eric Bonnafous
Louis Crison
Christophe Faure
Eric Jenn
C. Pagetti
32
0
0
18 Jun 2024
PatchProt: Hydrophobic patch prediction using protein foundation models
PatchProt: Hydrophobic patch prediction using protein foundation models
Dea Gogishvili
Emmanuel Minois-Genin
Jan van Eck
Sanne Abeln
26
2
0
24 May 2024
A Comprehensive Review and a Taxonomy of Edge Machine Learning:
  Requirements, Paradigms, and Techniques
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques
Wenbin Li
Hakim Hacid
Ebtesam Almazrouei
Merouane Debbah
34
13
0
16 Feb 2023
Reducing Computational Complexity of Neural Networks in Optical Channel
  Equalization: From Concepts to Implementation
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
Computational Complexity Evaluation of Neural Network Applications in
  Signal Processing
Computational Complexity Evaluation of Neural Network Applications in Signal Processing
Pedro J. Freire
S. Srivallapanondh
A. Napoli
Jaroslaw E. Prilepsky
S. Turitsyn
29
1
0
24 Jun 2022
Masterful: A Training Platform for Computer Vision Models
Masterful: A Training Platform for Computer Vision Models
S. Wookey
Yaoshiang Ho
Thomas D. Rikert
Juan David Gil Lopez
Juan Manuel Munoz Beancur
...
Ray Tawil
Aaron Sabin
Jack Lynch
Travis Harper
Nikhil Gajendrakumar
VLM
18
1
0
21 May 2022
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
Qing Jin
Jian Ren
Richard Zhuang
Sumant Hanumante
Zhengang Li
Zhiyu Chen
Yanzhi Wang
Kai-Min Yang
Sergey Tulyakov
MQ
24
48
0
10 Feb 2022
1