Daniel Soudry

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

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

Simultaneous Denoising, Deconvolution, and Demixing of Calcium Imaging Data

Eftychios A. Pnevmatikakis, Daniel Soudry, Yuanjun Gao et al. · Neuron · 2016 · 1.2K citations · Full text

Image Reconstruction, Medical Imaging, Advanced Imaging +5

Train longer, generalize better: closing the generalization gap in large batch training of neural networks

Elad Hoffer, Itay Hubara, Daniel Soudry · arXiv (Cornell University) · 2017 · 418 citations · Full text

Artificial Intelligence, Large Ai Model, Engineering +15

Post training 4-bit quantization of convolutional networks for rapid-deployment

Ron Banner, Yury Nahshan, Daniel Soudry · Neural Information Processing Systems · 2019 · 267 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +11