BNN+: Improved Binary Network Training

Sajad Darabi
Sajad Darabi
Mouloud Belbahri
Mouloud Belbahri

arXiv: Learning, Volume abs/1812.11800, 2018.

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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

The deployment of Deep neural networks (DNN) on edge devices has been difficult because they are resource hungry. Binary neural networks (BNN) help to alleviate the prohibitive resource requirements of DNN, where both activations and weights are limited to $1$-bit. There is however a significant performance gap between BNNs and floating p...More

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