Applying Piecewise Linear Approximation for DNN Non-Linear Activation Functions to Bfloat16 MACs

Seok Young Kim, Chang-Hyun Kim, Seon Wook Kim. Applying Piecewise Linear Approximation for DNN Non-Linear Activation Functions to Bfloat16 MACs. In International Conference on Electronics, Information, and Communication, ICEIC 2021, Jeju, South Korea, January 31 - February 3, 2021. pages 1-4, IEEE, 2021. [doi]

@inproceedings{KimKK21-1,
  title = {Applying Piecewise Linear Approximation for DNN Non-Linear Activation Functions to Bfloat16 MACs},
  author = {Seok Young Kim and Chang-Hyun Kim and Seon Wook Kim},
  year = {2021},
  doi = {10.1109/ICEIC51217.2021.9369759},
  url = {https://doi.org/10.1109/ICEIC51217.2021.9369759},
  researchr = {https://researchr.org/publication/KimKK21-1},
  cites = {0},
  citedby = {0},
  pages = {1-4},
  booktitle = {International Conference on Electronics, Information, and Communication, ICEIC 2021, Jeju, South Korea, January 31 - February 3, 2021},
  publisher = {IEEE},
  isbn = {978-1-7281-9161-4},
}