EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization

Yue Tang, Xinyi Zhang, Peipei Zhou 0001, Jingtong Hu. EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization. ACM Trans. Design Autom. Electr. Syst., 27(5), 2022. [doi]

@article{TangZZH22,
  title = {EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization},
  author = {Yue Tang and Xinyi Zhang and Peipei Zhou 0001 and Jingtong Hu},
  year = {2022},
  doi = {10.1145/3505633},
  url = {https://doi.org/10.1145/3505633},
  researchr = {https://researchr.org/publication/TangZZH22},
  cites = {0},
  citedby = {0},
  journal = {ACM Trans. Design Autom. Electr. Syst.},
  volume = {27},
  number = {5},
}