Jaewoong Sim

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

GraphPIM: Enabling Instruction-Level PIM Offloading in Graph Computing Frameworks

Lifeng Nai, Ramyad Hadidi, Jaewoong Sim et al. · 2017 · 265 citations

Engineering, Computer Architecture, High Performance Computing +16

A performance analysis framework for identifying potential benefits in GPGPU applications

Jaewoong Sim, Aniruddha Dasgupta, Hyesoon Kim et al. · 2012 · 191 citations

Engineering, Gpu Benchmarking, Root Cause +20

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