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]

Abstract

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