BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning

Gang Wang 0063, Siqi Cai, Zhenyu Li, Wenjie Li 0003, Dongxu Lyu, Yanan Sun 0003, Jianfei Jiang 0001, Guanghui He. BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning. In 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025. pages 1-7, IEEE, 2025. [doi]

@inproceedings{WangCLLLSJH25,
  title = {BitPattern: Enabling Efficient Bit-Serial Acceleration of Deep Neural Networks through Bit-Pattern Pruning},
  author = {Gang Wang 0063 and Siqi Cai and Zhenyu Li and Wenjie Li 0003 and Dongxu Lyu and Yanan Sun 0003 and Jianfei Jiang 0001 and Guanghui He},
  year = {2025},
  doi = {10.1109/DAC63849.2025.11133000},
  url = {https://doi.org/10.1109/DAC63849.2025.11133000},
  researchr = {https://researchr.org/publication/WangCLLLSJH25},
  cites = {0},
  citedby = {0},
  pages = {1-7},
  booktitle = {62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-0304-8},
}