Data Footprint Reduction in DNN Inference by Sensitivity-Controlled Approximations with Online Arithmetic

Abdus Sami Hassan, Tooba Arifeen, Jeong-A Lee. Data Footprint Reduction in DNN Inference by Sensitivity-Controlled Approximations with Online Arithmetic. In 23rd Euromicro Conference on Digital System Design, DSD 2020, Kranj, Slovenia, August 26-28, 2020. pages 534-541, IEEE, 2020. [doi]

@inproceedings{HassanAL20,
  title = {Data Footprint Reduction in DNN Inference by Sensitivity-Controlled Approximations with Online Arithmetic},
  author = {Abdus Sami Hassan and Tooba Arifeen and Jeong-A Lee},
  year = {2020},
  doi = {10.1109/DSD51259.2020.00089},
  url = {https://doi.org/10.1109/DSD51259.2020.00089},
  researchr = {https://researchr.org/publication/HassanAL20},
  cites = {0},
  citedby = {0},
  pages = {534-541},
  booktitle = {23rd Euromicro Conference on Digital System Design, DSD 2020, Kranj, Slovenia, August 26-28, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-9535-3},
}