Fast convolutional neural networks on FPGAs with hls4ml

Thea Aarrestad, Vladimir Loncar, Nicolò Ghielmetti, Maurizio Pierini, Sioni Summers, Jennifer Ngadiuba, Christoffer Petersson, Hampus Linander, Yutaro Iiyama, Giuseppe Di Guglielmo, Javier M. Duarte, Philip Harris, Dylan S. Rankin, Sergo Jindariani, Kevin Pedro, Nhan Tran, Mia Liu, Edward Kreinar, Zhenbin Wu, Duc Hoang. Fast convolutional neural networks on FPGAs with hls4ml. Mach. Learn. Sci. Technol., 2(4):45015, 2021. [doi]

@article{AarrestadLGPSNP21,
  title = {Fast convolutional neural networks on FPGAs with hls4ml},
  author = {Thea Aarrestad and Vladimir Loncar and Nicolò Ghielmetti and Maurizio Pierini and Sioni Summers and Jennifer Ngadiuba and Christoffer Petersson and Hampus Linander and Yutaro Iiyama and Giuseppe Di Guglielmo and Javier M. Duarte and Philip Harris and Dylan S. Rankin and Sergo Jindariani and Kevin Pedro and Nhan Tran and Mia Liu and Edward Kreinar and Zhenbin Wu and Duc Hoang},
  year = {2021},
  doi = {10.1088/2632-2153/ac0ea1},
  url = {https://doi.org/10.1088/2632-2153/ac0ea1},
  researchr = {https://researchr.org/publication/AarrestadLGPSNP21},
  cites = {0},
  citedby = {0},
  journal = {Mach. Learn. Sci. Technol.},
  volume = {2},
  number = {4},
  pages = {45015},
}