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Tactics to Directly Map CNN graphs on Embedded FPGAs

Tactics to Directly Map CNN graphs on Embedded FPGAs

20 November 2017
K. Abdelouahab
Maxime Pelcat
Jocelyn Sérot
C. Bourrasset
F. Berry
Jocelyn Serot
ArXiv (abs)PDFHTML

Papers citing "Tactics to Directly Map CNN graphs on Embedded FPGAs"

6 / 6 papers shown
Physical Side-Channel Attacks on Embedded Neural Networks: A Survey
Physical Side-Channel Attacks on Embedded Neural Networks: A SurveyApplied Sciences (AS), 2021
M. M. Real
Ruben Salvador
AAML
233
47
0
21 Oct 2021
Designing Neural Networks for Real-Time Systems
Designing Neural Networks for Real-Time SystemsIEEE Embedded Systems Letters (ESL), 2020
Hammond Pearce
Xin Yang
P. Roop
Marc Katzef
Tórur Biskopstø Strøm
97
6
0
26 Aug 2020
Spiking Neural Networks Hardware Implementations and Challenges: a
  Survey
Spiking Neural Networks Hardware Implementations and Challenges: a SurveyACM Journal on Emerging Technologies in Computing Systems (JETC), 2019
Maxence Bouvier
A. Valentian
T. Mesquida
F. Rummens
M. Reyboz
Elisa Vianello
E. Beigné
251
132
0
04 May 2020
The Challenge of Multi-Operand Adders in CNNs on FPGAs: How not to solve
  it!
The Challenge of Multi-Operand Adders in CNNs on FPGAs: How not to solve it!International Conference / Workshop on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS), 2018
K. Abdelouahab
F. Berry
Maxime Pelcat
96
14
0
30 Jun 2018
Accelerating CNN inference on FPGAs: A Survey
Accelerating CNN inference on FPGAs: A Survey
K. Abdelouahab
Maxime Pelcat
Jocelyn Serot
F. Berry
AI4CE
112
152
0
26 May 2018
Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey
  and Future Directions
Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future DirectionsACM Computing Surveys (CSUR), 2018
Stylianos I. Venieris
Alexandros Kouris
C. Bouganis
177
198
0
15 Mar 2018
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