Eriko Nurvitadhi

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

Eriko Nurvitadhi, Ganesh Venkatesh, Jaewoong Sim et al. · 2017 · 445 citations

Fpgas Beat Gpus, Gpu Architecture, Engineering +12

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

WRPN: Wide Reduced-Precision Networks

Asit Mishra, Eriko Nurvitadhi, Jeffrey Cook et al. · arXiv (Cornell University) · 2017 · 181 citations · Full text

Convolutional Neural Network, Numeric Precision, Machine Learning +16

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

Accelerating Deep Convolutional Networks using low-precision and sparsity

Ganesh Venkatesh, Eriko Nurvitadhi, Debbie Marr · 2017 · 113 citations

High Accuracy, Convolutional Neural Network, Machine Vision +13