BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

The Handbook of Brain Theory and Neural Networks

Yann LeCun and Yoshua Bengio. 1998 · 1998

Earlier work this paper cites.

ImageNet: A Large-Scale Hierarchical Image Database. In CVPR09

J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei. 2009 · 2009

Earlier work this paper cites.

MNIST handwritten digit database

Yann LeCun and Corinna Cortes. 2010 · 2010

Earlier work this paper cites.

Learning Semantic Image Representations at a Large Scale

Yangqing Jia. 2014 · 2014

Earlier work this paper cites.

Caffe: Convolutional Architecture for Fast Feature Embedding

Original

Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, and Trevor Darrell. 2014 · 2014

Earlier work this paper cites.

CIFAR-10 (Canadian Institute for Advanced Research)

Alex Krizhevsky, Vinod Nair, and Geoffrey Hinton. 2014 · 2014

Cited alongside, same era.

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems

Original

Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, and Zheng Zhang. 2015 · 2015

Cited alongside, same era.

BinaryConnect: Training Deep Neural Networks with binary weights during propagations. In Advances in Neural Information Processing Systems 28

Matthieu Courbariaux, Yoshua Bengio, and Jean-Pierre David. 2015 · 2015

Cited alongside, same era.

TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems

Google Inc. 2015 · 2015

Cited alongside, same era.

YodaNN: An ultra-low power convolutional neural network accelerator based on binary weights. In VLSI (ISVLSI), 2016 IEEE Computer Society Annual Symposium on

Renzo Andri, Lukas Cavigelli, Davide Rossi, and Luca Benini. 2016 · 2016

Cited alongside, same era.

Deep residual learning for image recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016

Later among the works it cites.

Binarized Neural Networks. In Advances in Neural Information Processing Systems 29

Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, and Yoshua Bengio. 2016 · 2016

Later among the works it cites.

XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks. In Computer Vision - ECCV 2016

Mohammad Rastegari, Vicente Ordonez, Joseph Redmon, and Ali Farhadi. 2016 · 2016

Later among the works it cites.

DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients

Original

Shuchang Zhou, Yuxin Wu, Zekun Ni, Xinyu Zhou, He Wen, and Yuheng Zou. 2016 · 2016

Later among the works it cites.

BMXNet: an open-source binary neural network library

2017 · 2017

Closest in time.