We are experiencing minor difficulties with our submission forms, which we are working to resolve. If you have any issues while submitting items, please contact us at dspace-lib@mit.edu.

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

Thumbnail Image
Download
Name

Ngadiuba_2021_Mach._Learn.__Sci._Technol._2_015001.pdf

Description
Published version
Size

1.58 MB

Format

Adobe PDF

Checksum (MD5)

57efcaeb354ab36fd3720cdb83306a16

sword-2022-04-14T12:50:24.original.xml (130 B)
Original SWORD entry document
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
Terms of Use
Creative Commons Attribution 4.0 International license
Persistent DSpace Link
DOI of Published Version
https://doi.org/10.1088/2632-2153/ABA042
PrivacyPermissionsAccessibilityContact us
Notify us about copyright concerns.