Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping

Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das. Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. In 55th IEEE/ACM International Symposium on Microarchitecture, MICRO 2022, Chicago, IL, USA, October 1-5, 2022. pages 565-581, IEEE, 2022. [doi]

@inproceedings{SinghSLSKNND22,
  title = {Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping},
  author = {Sonali Singh and Anup Sarma and Sen Lu and Abhronil Sengupta and Mahmut T. Kandemir and Emre Neftci and Vijaykrishnan Narayanan and Chita R. Das},
  year = {2022},
  doi = {10.1109/MICRO56248.2022.00047},
  url = {https://doi.org/10.1109/MICRO56248.2022.00047},
  researchr = {https://researchr.org/publication/SinghSLSKNND22},
  cites = {0},
  citedby = {0},
  pages = {565-581},
  booktitle = {55th IEEE/ACM International Symposium on Microarchitecture, MICRO 2022, Chicago, IL, USA, October 1-5, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-6272-3},
}