Concepedia
Statistics
Publications
11
Citations
6.9K
H-Index
Active since
2014
Affiliations
Université de Montréal(Current)
Technion – Israel Institute of Technology
Columbia University
Polytechnique Montréal
Matthieu Courbariaux is an author at Université de Montréal specializing in computer science, machine learning, and deep learning.
Publications per year
2014–2020
Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Matthieu Courbariaux, Itay Hubara, Daniel Soudry et al. · arXiv (Cornell University) · 2016 · 2.2K citations · Full text
Computing, Computer Engineering, Computer Science +16
BinaryConnect: Training Deep Neural Networks with binary weights during propagations
Matthieu Courbariaux, Yoshua Bengio, Jean‐Pierre David · PolyPublie (École Polytechnique de Montréal) · 2015 · 1.8K citations · Full text
Computing, Computer Engineering, Computer Science +13
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations
Itay Hubara, Matthieu Courbariaux, Daniel Soudry et al. · arXiv (Cornell University) · 2016 · 1.4K citations · Full text
Computing, Computer Engineering, Computer Science +14
BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Matthieu Courbariaux, Yoshua Bengio · arXiv (Cornell University) · 2016 · 492 citations · Full text
Computing, Computer Engineering, Computer Science +17
Training deep neural networks with low precision multiplications
Matthieu Courbariaux, Yoshua Bengio, Jean‐Pierre David · PolyPublie (École Polytechnique de Montréal) · 2014 · 304 citations · Full text
Computing, Computer Engineering, Computer Science +10
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