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

Summary

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Authors: Giuseppe Di Guglielmo, Javier Mauricio Duarte, Philip Harris, Duc Hoang, Sergo Jindariani, Edward Kreinar, Mia Liu, Vladimir Loncar, Jennifer Ngadiuba, Kevin Pedro, Maurizio Pierini, Dylan Sheldon Rankin, Sheila Sagear, Sioni Paris Summers, Nhan Tran, Zhenbin Wu

Journal title: Machine Learning: Science and Technology

Journal publisher: IOP

Published year: 2020

DOI identifier: 10.1088/2632-2153/aba042

ISSN: 2632-2153