Analog/Mixed-Signal Hardware Error Modeling for Deep Learning Inference

Angad S. Rekhi, Brian Zimmer, Nikola Nedovic, Ningxi Liu, Rangharajan Venkatesan, Miaorong Wang, Brucek Khailany, William J. Dally, C. Thomas Gray. Analog/Mixed-Signal Hardware Error Modeling for Deep Learning Inference. In Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019, Las Vegas, NV, USA, June 02-06, 2019. pages 81, ACM, 2019. [doi]

@inproceedings{RekhiZNLVWKDG19,
  title = {Analog/Mixed-Signal Hardware Error Modeling for Deep Learning Inference},
  author = {Angad S. Rekhi and Brian Zimmer and Nikola Nedovic and Ningxi Liu and Rangharajan Venkatesan and Miaorong Wang and Brucek Khailany and William J. Dally and C. Thomas Gray},
  year = {2019},
  doi = {10.1145/3316781.3317770},
  url = {https://doi.org/10.1145/3316781.3317770},
  researchr = {https://researchr.org/publication/RekhiZNLVWKDG19},
  cites = {0},
  citedby = {0},
  pages = {81},
  booktitle = {Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019, Las Vegas, NV, USA, June 02-06, 2019},
  publisher = {ACM},
  isbn = {978-1-4503-6725-7},
}