Larq: An Open-Source Library for Training Binarized Neural Networks

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

Binarized Neural Networks

Itay Hubara, Daniel Soudry · arXiv (Cornell University) · 2016 · 924 citations · Full text

Computing, Computer Engineering, Computer Science +15

Stochastic Gradient Learning in Neural Networks

Léon Bottou · 1991 · 567 citations

Computing, Computer Science, Algorithms +15

Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation

Bohan Zhuang, Chunhua Shen, Mingkui Tan et al. · 2019 · 168 citations

Computing, Computer Science, Computer Vision +16

Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?

Shilin Zhu, Xin Dong, Hao Su · 2019 · 150 citations

Computing, Computer Engineering, Computer Science +14