ShortcutFusion: From Tensorflow to FPGA-Based Accelerator With a Reuse-Aware Memory Allocation for Shortcut Data

Duy Thanh Nguyen, Hyeonseung Je, Tuan Nghia Nguyen 0002, Soojung Ryu, Kyujoong Lee, Hyuk-Jae Lee. ShortcutFusion: From Tensorflow to FPGA-Based Accelerator With a Reuse-Aware Memory Allocation for Shortcut Data. IEEE Trans. Circuits Syst. I Regul. Pap., 69(6):2477-2489, 2022. [doi]

@article{NguyenJNRLL22,
  title = {ShortcutFusion: From Tensorflow to FPGA-Based Accelerator With a Reuse-Aware Memory Allocation for Shortcut Data},
  author = {Duy Thanh Nguyen and Hyeonseung Je and Tuan Nghia Nguyen 0002 and Soojung Ryu and Kyujoong Lee and Hyuk-Jae Lee},
  year = {2022},
  doi = {10.1109/TCSI.2022.3153288},
  url = {https://doi.org/10.1109/TCSI.2022.3153288},
  researchr = {https://researchr.org/publication/NguyenJNRLL22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Circuits Syst. I Regul. Pap.},
  volume = {69},
  number = {6},
  pages = {2477-2489},
}