Ngadiuba, Jennifer https://orcid.org/0000-0002-0055-2935
Loncar, Vladimir
Pierini, Maurizio
Summers, Sioni
Di Guglielmo, Giuseppe
Duarte, Javier https://orcid.org/0000-0002-5076-7096
Harris, Philip
Rankin, Dylan
Jindariani, Sergo
Liu, Mia
Pedro, Kevin
Tran, Nhan
Kreinar, Edward
Sagear, Sheila
Wu, Zhenbin
Hoang, Duc
Funding for this research was provided by:
National Science Foundation (115164)
National Science Foundation (1606321)
National Science Foundation (1836650)
National Science Foundation (190444)
National Science Foundation (1931469)
National Science Foundation (1934700)
H2020 European Research Council (772369)
Journal title: Machine Learning: Science and Technology
Article type: paper
Article title: Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml
Copyright information: © 2020 The Author(s). Published by IOP Publishing Ltd
License information: cc-by Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 license. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
Publication dates
Date received: 2020-03-25
Date accepted: 2020-06-26
Online publication date: 2020-12-01