Matthieu Courbariaux

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

Artificial Intelligence, Convolutional Neural Network, Engineering +18

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

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +12

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

Artificial Intelligence, Convolutional Neural Network, Engineering +17

BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Matthieu Courbariaux, Yoshua Bengio · arXiv (Cornell University) · 2016 · 490 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +15

Training deep neural networks with low precision multiplications

Matthieu Courbariaux, Yoshua Bengio, Jean‐Pierre David · PolyPublie (École Polytechnique de Montréal) · 2014 · 302 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +12