Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation

Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang. Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. In 25th Asia and South Pacific Design Automation Conference, ASP-DAC 2020, Beijing, China, January 13-16, 2020. pages 301-306, IEEE, 2020. [doi]

@inproceedings{MaYLDYLWCW20,
  title = {Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation},
  author = {Xiaolong Ma and Geng Yuan and Sheng Lin and Caiwen Ding and Fuxun Yu and Tao Liu and Wujie Wen and Xiang Chen and Yanzhi Wang},
  year = {2020},
  doi = {10.1109/ASP-DAC47756.2020.9045658},
  url = {https://doi.org/10.1109/ASP-DAC47756.2020.9045658},
  researchr = {https://researchr.org/publication/MaYLDYLWCW20},
  cites = {0},
  citedby = {0},
  pages = {301-306},
  booktitle = {25th Asia and South Pacific Design Automation Conference, ASP-DAC 2020, Beijing, China, January 13-16, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-4123-7},
}