Low-Power Deep Learning Inference using the SpiNNaker Neuromorphic Platform
Author:
Affiliation:
1. Sandia National Laboratories, Albuquerque, NM
Publisher
ACM Press
Reference15 articles.
1. Brüderle, D., Müller, E., Davison, A. P., Muller, E., Schemmel, J., and Meier, K. Establishing a novel modeling tool: a python-based interface for a neuromorphic hardware system. Frontiers in neuroinformatics 3 (2009), 17.
2. Dean, J., Patterson, D., and Young, C. A new golden age in computer architecture: Empowering the machine-learning revolution. IEEE Micro 38, 2 (2018), 21--29.
3. Furber, S. Large-scale neuromorphic computing systems. Journal of neural engineering 13, 5 (2016), 051001.
4. Furber, S. B., Lester, D. R., Plana, L. A., Garside, J. D., Painkras, E., Temple, S., and Brown, A. D. Overview of the spinnaker system architecture. IEEE Transactions on Computers 62, 12 (2013), 2454--2467.
5. Group, T. K. N. W. Neural network exchange format version 1.0 revision 3, 2018.
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