Hyeon Uk Sim

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 10

Top Topics

Stochastic Model

Fpga Implementation

Top Venues

Publications

Sugil Lee, Hyeon Uk Sim, Jooyeon Choi, Jongeun Lee
Successive Log Quantization for Cost-Efficient Neural Networks Using Stochastic Computing. DAC (2019)
Hyeon Uk Sim, Jason Helge Anderson, Jongeun Lee
XOMA: exclusive on-chip memory architecture for energy-efficient deep learning acceleration. ASP-DAC (2019)
Hyeon Uk Sim, Jongeun Lee
Log-quantized stochastic computing for memory and computation efficient DNNs. ASP-DAC (2019)
Aidyn Zhakatayev, Sugil Lee, Hyeon Uk Sim, Jongeun Lee
Sign-magnitude SC: getting 10X accuracy for free in stochastic computing for deep neural networks. DAC (2018)
Hyeon Uk Sim, Saken Kenzhegulov, Jongeun Lee
DPS: dynamic precision scaling for stochastic computing-based deep neural networks. DAC (2018)
Daewoo Kim, Mansureh S. Moghaddam, Hossein Moradian, Hyeon Uk Sim, Jongeun Lee, Kiyoung Choi
FPGA implementation of convolutional neural network based on stochastic computing. FPT (2017)
Hyeon Uk Sim, Dong Nguyen, Jongeun Lee, Kiyoung Choi
Scalable stochastic-computing accelerator for convolutional neural networks. ASP-DAC (2017)
Hyeon Uk Sim, Jongeun Lee
A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks. DAC (2017)
Hyeon Uk Sim, Hongsik Lee, Seongseok Seo, Jongeun Lee
Mapping Imperfect Loops to Coarse-Grained Reconfigurable Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (7) (2016)
Hyeon Uk Sim, Atul Rahman, Jongeun Lee
Efficient High-Level Synthesis for Nested Loops of Nonrectangular Iteration Spaces. IEEE Trans. Very Large Scale Integr. Syst. 24 (8) (2016)
Jongeun Lee, Seongseok Seo, Hongsik Lee, Hyeon Uk Sim
Flattening-based mapping of imperfect loop nests for CGRAs? CODES+ISSS (2014)