Courbariaux, Matthieu

BinaryConnect: Training Deep Neural Networks with binary weights during propagations

Courbariaux, M., Bengio, Y., & David, J.-P. (2015) · arXiv

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 2,180

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

Courbariaux, M., Hubara, I., Soudry, D., El-Yaniv, R., & Bengio, Y. (2016) · arXiv

Advanced Neural Network ApplicationsAdvanced Memory and Neural Computing

Cited by 2,106

Training deep neural networks with low precision multiplications

Courbariaux, M., Bengio, Y., & David, J.-P. (2014) · arXiv

Numerical Methods and AlgorithmsAdvanced Neural Network Applications

Cited by 407

Regularized Binary Network Training

Darabi, S., Belbahri, M., Courbariaux, M., & Nia, V. P. (2018) · arXiv

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 20