Debbie Marr

Can FPGAs Beat GPUs in Accelerating Next-Generation Deep Neural Networks?

Eriko Nurvitadhi, Ganesh Venkatesh, Jaewoong Sim et al. · 2017 · 457 citations

Engineering, Computer Engineering, Computer Science +17

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

WRPN: Wide Reduced-Precision Networks

Asit Mishra, Eriko Nurvitadhi, Jeffrey Cook et al. · arXiv (Cornell University) · 2017 · 183 citations · Full text

Computing, Computer Science, Computer Vision +12

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

Apprentice: Using Knowledge Distillation Techniques To Improve\n Low-Precision Network Accuracy

Asit Mishra, Debbie Marr · arXiv (Cornell University) · 2017 · 158 citations · Full text

Computing, Computer Science, Computer Vision +13