Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware

Author:

Blouw Peter1,Choo Xuan1,Hunsberger Eric1,Eliasmith Chris1

Affiliation:

1. Applied Brain Research Inc., Waterloo, Ontario, Canada

Publisher

ACM Press

Reference7 articles.

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2. Trevor Bekolay, James Bergstra, Eric Hunsberger, Travis DeWolf, Terrence Stewart, Daniel Rasmussen, Xuan Choo, Aaron Voelker, and Chris Eliasmith. 2014. Nengo: a Python tool for building large-scale functional brain models. Frontiers in Neuroinformatics 7 (2014), 48.

3. Guoguo Chen, Carolina Parada, and Georg Heigold. [n. d.]. Small-footprint keyword spotting using deep neural networks.

4. Mike Davies, Narayan Srinivasa, Tsung-Han Lin, Gautham Chinya, Yongqiang Cao, Sri Harsha Choday, Georgios Dimou, Prasad Joshi, Nabil Imam, Shweta Jain, Yuyun Liao, Chit-Kwan Lin, Andrew Lines, Ruokun Liu, Deepak Mathaikutty, Steve McCoy, Arnab Paul, Jonathan Tse, Guruguhanathan Venkataramanan, Yi-Hsin Weng, Andreas Wild, Yoonseok Yang, and Hong Wang. 2018. Loihi: a Neuromorphic Manycore Processor with On-Chip Learning. IEEE Micro 38, 1 (2018), 82--99.

5. Alex Graves, Santiago Fernandez, Faustino Gomez, and Jurgen Schmidhuber. 2006. Connectionist Temporal Classification: Labelling Unsegmented Sequence Data with Recurrent Neural Networks. In Proceedings of the 23rd International Conference on Machine Learning. Pittsburgh, PA.

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