Fast convolutional neural networks on FPGAs with hls4ml.

Thea Aarrestad Vladimir Loncar Maurizio Pierini Sioni Summers Jennifer Ngadiuba Christoffer Petersson Hampus Linander Yutaro Iiyama Giuseppe Di Guglielmo Javier M. Duarte Philip C. Harris Dylan S. Rankin Sergo Jindariani Kevin Pedro Nhan Tran Mia Liu Edward Kreinar Zhenbin Wu Duc Hoang

Published in: CoRR (2021)

Keyphrases

convolutional neural networks
maximum likelihood
convolutional network
field programmable gate array
facial landmark localization
color space
databases
genetic algorithm
information systems
multiresolution
hardware software
data sets
machine learning
decision trees
image sequences