HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer

Shiwei Liu, Chen Mu, Hao Jiang, Yunzhengmao Wang, Jinshan Zhang, Feng Lin, Keji Zhou, Qi Liu 0010, Chixiao Chen. HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer. IEEE Trans. VLSI Syst., 32(2):269-282, February 2024. [doi]

@article{LiuMJWZLZLC24,
  title = {HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer},
  author = {Shiwei Liu and Chen Mu and Hao Jiang and Yunzhengmao Wang and Jinshan Zhang and Feng Lin and Keji Zhou and Qi Liu 0010 and Chixiao Chen},
  year = {2024},
  month = {February},
  doi = {10.1109/TVLSI.2023.3337777},
  url = {https://doi.org/10.1109/TVLSI.2023.3337777},
  researchr = {https://researchr.org/publication/LiuMJWZLZLC24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. VLSI Syst.},
  volume = {32},
  number = {2},
  pages = {269-282},
}