Ritchie Zhao

Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs

Ritchie Zhao, Weinan Song, Wentao Zhang et al. · 2017 · 427 citations

Software-programmable Fpgas, Convolutional Neural Network, Engineering +13

Serving DNNs in Real Time at Datacenter Scale with Project Brainwave

Eric S. Chung, Jeremy Fowers, Kalin Ovtcharov et al. · IEEE Micro · 2018 · 333 citations

Engineering, High Performance Computer Network, Advanced Computing +19

Improving Neural Network Quantization without Retraining using Outlier Channel Splitting

Ritchie Zhao, Yuwei Hu, Jordan Dotzel et al. · arXiv (Cornell University) · 2019 · 150 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Rosetta

Yuan Zhou, Udit Gupta, Steve Dai et al. · 2018 · 116 citations

Hardware Security, Engineering, Hardware Acceleration +13

Improving Neural Network Quantization without Retraining using Outlier Channel Splitting

Ritchie Zhao, Yuwei Hu, Jordan Dotzel et al. · International Conference on Machine Learning · 2019 · 89 citations

Convolutional Neural Network, Engineering, Machine Learning +19