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

Author(s)
Ngadiuba, Jennifer; Loncar, Vladimir; Pierini, Maurizio; Summers, Sioni; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Rankin, Dylan; Jindariani, Sergo; Liu, Mia; Pedro, Kevin; Tran, Nhan; Kreinar, Edward; Sagear, Sheila; Wu, Zhenbin; Hoang, Duc; ... Show more Show less
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Publisher with Creative Commons License

Creative Commons Attribution

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Creative Commons Attribution 4.0 International license https://creativecommons.org/licenses/by/4.0/
Metadata
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Date issued
2020
URI
https://hdl.handle.net/1721.1/141902
Department
Massachusetts Institute of Technology. Department of Physics
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

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