Accelerating Low Bit-width Neural Networks at the Edge, PIM or FPGA: A Comparative Study

Nakul Kochar, Lucas Ekiert, Deniz Najafi, Deliang Fan, Shaahin Angizi. Accelerating Low Bit-width Neural Networks at the Edge, PIM or FPGA: A Comparative Study. In Himanshu Thapliyal, Ronald F. DeMara, Inna Partin-Vaisband, Srinivas Katkoori, editors, Proceedings of the Great Lakes Symposium on VLSI 2023, GLSVLSI 2023, Knoxville, TN, USA, June 5-7, 2023. pages 625-630, ACM, 2023. [doi]

@inproceedings{KocharENFA23,
  title = {Accelerating Low Bit-width Neural Networks at the Edge, PIM or FPGA: A Comparative Study},
  author = {Nakul Kochar and Lucas Ekiert and Deniz Najafi and Deliang Fan and Shaahin Angizi},
  year = {2023},
  doi = {10.1145/3583781.3590213},
  url = {https://doi.org/10.1145/3583781.3590213},
  researchr = {https://researchr.org/publication/KocharENFA23},
  cites = {0},
  citedby = {0},
  pages = {625-630},
  booktitle = {Proceedings of the Great Lakes Symposium on VLSI 2023, GLSVLSI 2023, Knoxville, TN, USA, June 5-7, 2023},
  editor = {Himanshu Thapliyal and Ronald F. DeMara and Inna Partin-Vaisband and Srinivas Katkoori},
  publisher = {ACM},
}