BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration

Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst. BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024, Edinburgh, United Kingdom, March 2-6, 2024. pages 732-746, IEEE, 2024. [doi]

@inproceedings{ShiJJMV24,
  title = {BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration},
  author = {Man Shi and Vikram Jain and Antony Joseph and Maurice Meijer and Marian Verhelst},
  year = {2024},
  doi = {10.1109/HPCA57654.2024.00062},
  url = {https://doi.org/10.1109/HPCA57654.2024.00062},
  researchr = {https://researchr.org/publication/ShiJJMV24},
  cites = {0},
  citedby = {0},
  pages = {732-746},
  booktitle = {IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024, Edinburgh, United Kingdom, March 2-6, 2024},
  publisher = {IEEE},
  isbn = {979-8-3503-9313-2},
}