Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML

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Author(s)
Ngadiuba, Jennifer
•
Loncar, Vladimir
•
Pierini, Maurizio
•
Summers, Sioni
•
Di Guglielmo, Giuseppe
•
Duarte, Javier
•
Harris, Philip
•
Rankin, Dylan
•
Jindariani, Sergo
•
Liu, Mia
Date Issued
2020
Journal
Machine Learning: Science and Technology
Publisher
IOP Publishing
Citation
Ngadiuba, Jennifer, Loncar, Vladimir, Pierini, Maurizio, Summers, Sioni, Di Guglielmo, Giuseppe et al. 2020. "Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML." Machine Learning: Science and Technology, 2 (1).
Version
Final published version
MIT Department
Massachusetts Institute of Technology. Department of Physics
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Creative Commons Attribution 4.0 International license
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DOI of Published Version
https://doi.org/10.1088/2632-2153/ABA042
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