Inference with Artificial Neural Networks on Analog Neuromorphic Hardware

Author:

Weis Johannes,Spilger Philipp,Billaudelle Sebastian,Stradmann Yannik,Emmel Arne,Müller Eric,Breitwieser Oliver,Grübl Andreas,Ilmberger Joscha,Karasenko Vitali,Kleider Mitja,Mauch Christian,Schreiber Korbinian,Schemmel Johannes

Publisher

Springer International Publishing

Reference20 articles.

1. Brown, T.B., et al.: Language models are few-shot learners (2020). arXiv: 2005.14165 [cs.CL]

2. Schwartz, R., Dodge, J., Smith, N.A., Etzioni, O.: Green AI. (2019). arXiv: 1907.10597 [cs.CY]

3. Oh, K.-S., Jung, K.: GPU implementation of neural networks. Pattern Recogn. 37(6), 1311–1314 (2004)

4. Micikevicius, P., et al.: Mixed precision training. arXiv preprint arXiv:1710.03740 (2017)

5. Jouppi, N.P., et al.: In-datacenter performance analysis of a tensor processing unit. In: Proceedings of the 44th Annual International Symposium on Computer Architecture, pp. 1–12 (2017)

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