Concepedia

Hyeonuk Sim

HS

10

Publications

370

Citations

10

H-Index

2017

Active since

Affiliations

Ulsan National Institute of Science and Technology(Current)

Hyeonuk Sim is an author at Ulsan National Institute of Science and Technology specializing in deep learning, computer science, and engineering.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningComputer EngineeringComputer ArchitectureParallel ComputingData ScienceDeep Neural NetworksParallel Programming

Publications per year

2017–2021

10

Publications

10

A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks

Hyeonuk Sim, Jongeun Lee · 2017 · 135 citations

Convolutional Neural Network, Engineering, Machine Learning +13

Scalable stochastic-computing accelerator for convolutional neural networks

Hyeonuk Sim, Dong Thanh Nguyen, Jongeun Lee et al. · 2017 · 42 citations

Convolutional Neural Network, Engineering, Machine Learning +15

DPS

Hyeonuk Sim, Saken Kenzhegulov, Jongeun Lee · 2018 · 29 citations

Convolutional Neural Network, Engineering, Machine Learning +10

Sign-Magnitude SC: Getting 10X Accuracy for Free in Stochastic Computing for Deep Neural Networks

Aidyn Zhakatayev, Sugil Lee, Hyeonuk Sim et al. · 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) · 2018 · 29 citations

Artificial Intelligence, Engineering, Machine Learning +19

Automated Log-Scale Quantization for Low-Cost Deep Neural Networks

Sangyun Oh, Hyeonuk Sim, Sugil Lee et al. · 2021 · 28 citations

Convolutional Neural Network, Engineering, Machine Learning +10

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