LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training

Seock-Hwan Noh, Junsang Park, Dahoon Park, Jahyun Koo 0002, Jeik Choi, Jaeha Kung. LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training. In IEEE 40th International Conference on Computer Design, ICCD 2022, Olympic Valley, CA, USA, October 23-26, 2022. pages 443-450, IEEE, 2022. [doi]

@inproceedings{NohPP0CK22,
  title = {LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training},
  author = {Seock-Hwan Noh and Junsang Park and Dahoon Park and Jahyun Koo 0002 and Jeik Choi and Jaeha Kung},
  year = {2022},
  doi = {10.1109/ICCD56317.2022.00072},
  url = {https://doi.org/10.1109/ICCD56317.2022.00072},
  researchr = {https://researchr.org/publication/NohPP0CK22},
  cites = {0},
  citedby = {0},
  pages = {443-450},
  booktitle = {IEEE 40th International Conference on Computer Design, ICCD 2022, Olympic Valley, CA, USA, October 23-26, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-6186-3},
}