David Sheffield

Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC

Eriko Nurvitadhi, David Sheffield, Jaewoong Sim et al. · 2016 · 335 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +17

Accelerating recurrent neural networks in analytics servers: Comparison of FPGA, CPU, GPU, and ASIC

Eriko Nurvitadhi, Jaewoong Sim, David Sheffield et al. · 2016 · 172 citations

Artificial Intelligence, Analytics Servers, Machine Learning +15

Efficient Embedded Computing

William J. Dally, James Balfour, David Black-Shaffer et al. · Computer · 2008 · 160 citations

Hardware Security, Stanford Elm Processor, Engineering +15

A Predictive Model for Solving Small Linear Algebra Problems in GPU Registers

Michael J. Anderson, David Sheffield, Kurt Keutzer · 2012 · 51 citations

Mathematical Programming, Engineering, Computer Architecture +18

Communication-minimizing 2D convolution in GPU registers

Forrest Iandola, David Sheffield, Michael J. Anderson et al. · 2013 · 27 citations

Engineering, Computer Architecture, Feature Extraction +18