Hyeon Uk Sim

11 papers A* 4Misc 1Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2019 — conf
Log-quantized stochastic computing for memory and computation efficient DNNs.
ASP-DAC
Hyeon Uk Sim, Jongeun Lee
2019 A* conf
Successive Log Quantization for Cost-Efficient Neural Networks Using Stochastic Computing.
DAC
Sugil Lee, Hyeon Uk Sim, Jooyeon Choi, Jongeun Lee
2019 — conf
XOMA: exclusive on-chip memory architecture for energy-efficient deep learning acceleration.
ASP-DAC
Hyeon Uk Sim, Jason Helge Anderson, Jongeun Lee
2018 A* conf
DPS: dynamic precision scaling for stochastic computing-based deep neural networks.
DAC
Hyeon Uk Sim, Saken Kenzhegulov, Jongeun Lee
2018 A* conf
Sign-magnitude SC: getting 10X accuracy for free in stochastic computing for deep neural networks.
DAC
Aidyn Zhakatayev, Sugil Lee, Hyeon Uk Sim, Jongeun Lee
2017 A* conf
A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks.
DAC
Hyeon Uk Sim, Jongeun Lee
2017 — conf
FPGA implementation of convolutional neural network based on stochastic computing.
FPT
Daewoo Kim, Mansureh S. Moghaddam, Hossein Moradian, Hyeon Uk Sim, Jongeun Lee, Kiyoung Choi
2017 — conf
Scalable stochastic-computing accelerator for convolutional neural networks.
ASP-DAC
Hyeon Uk Sim, Dong Nguyen, Jongeun Lee, Kiyoung Choi
2016 J jnl
Efficient High-Level Synthesis for Nested Loops of Nonrectangular Iteration Spaces.
IEEE Trans. Very Large Scale Integr. Syst.
Hyeon Uk Sim, Atul Rahman, Jongeun Lee
2016 J jnl
Mapping Imperfect Loops to Coarse-Grained Reconfigurable Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hyeon Uk Sim, Hongsik Lee, Seongseok Seo, Jongeun Lee
2014 Misc conf
Flattening-based mapping of imperfect loop nests for CGRAs?
CODES+ISSS
Jongeun Lee, Seongseok Seo, Hongsik Lee, Hyeon Uk Sim