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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Show full item recordDate issued
2020Department
Massachusetts Institute of Technology. Department of PhysicsJournal
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