Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC

Eriko Nurvitadhi, David Sheffield, Jaewoong Sim, Asit K. Mishra, Ganesh Venkatesh, Debbie Marr. Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC. In Yuchen Song, Shaojun Wang, Brent Nelson, Junbao Li, Yu Peng, editors, 2016 International Conference on Field-Programmable Technology, FPT 2016, Xi'an, China, December 7-9, 2016. pages 77-84, IEEE, 2016. [doi]

@inproceedings{NurvitadhiSSMVM16,
  title = {Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC},
  author = {Eriko Nurvitadhi and David Sheffield and Jaewoong Sim and Asit K. Mishra and Ganesh Venkatesh and Debbie Marr},
  year = {2016},
  doi = {10.1109/FPT.2016.7929192},
  url = {https://doi.org/10.1109/FPT.2016.7929192},
  researchr = {https://researchr.org/publication/NurvitadhiSSMVM16},
  cites = {0},
  citedby = {0},
  pages = {77-84},
  booktitle = {2016 International Conference on Field-Programmable Technology, FPT 2016, Xi'an, China, December 7-9, 2016},
  editor = {Yuchen Song and Shaojun Wang and Brent Nelson and Junbao Li and Yu Peng},
  publisher = {IEEE},
  isbn = {978-1-5090-5602-6},
}