A Review of Binarized Neural Networks

Binary Volumetric Convolutional Neural Networks for 3-D Object Recognition

(2018) Chao Ma et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Hierarchical binary CNNs for landmark localization with limited resources

(2018)   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

FINN-R

(2018) Michaela Blott et al.   ACM Transactions on Reconfigurable Technology and Systems

Lightening the Load with Highly Accurate Storage- and Energy-Efficient LightNNs

(2018) Ruizhou Ding et al.   ACM Transactions on Reconfigurable Technology and Systems

High-Efficiency Convolutional Ternary Neural Networks with Custom Adder Trees and Weight Compression

(2018) Adrien Prost-Boucle et al.   ACM Transactions on Reconfigurable Technology and Systems

An Always-On 3.8 $\mu$ J/86% CIFAR-10 Mixed-Signal Binary CNN Processor With All Memory on Chip in 28-nm CMOS

(2018) Daniel Bankman et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-Based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing

(2018) Yixing Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS