David Sheffield

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

Eriko Nurvitadhi, David Sheffield, Jaewoong Sim et al. · 2016 · 339 citations

Engineering, Computer Engineering, Computer Science +16

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

Eriko Nurvitadhi, Jaewoong Sim, David Sheffield et al. · 2016 · 175 citations

Engineering, Computer Engineering, Computer Science +15

Efficient Embedded Computing

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

Engineering, Computer Engineering, Electrical Engineering +17

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

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

Computing, Computer Science, High-performance Computing +17

Communication-minimizing 2D convolution in GPU registers

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

Computing, Computer Engineering, Computer Science +17