Personal Information
Hyein Shin
research interestshttps://sites.google.com/view/hyeinshin
International Journal Papers
Myeonggu Kang, Hyein Shin, Junkyum Kim, Lee-Sup Kim
MGen: A Framework for Energy-Efficient In-ReRAM Acceleration of Multi-Task BERT
IEEE Transactions on Computers, 2023
 
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
Fault-free: A Framework for Analysis and Mitigation of Stuck-At-Fault on Realistic ReRAM-based DNN Accelerators
IEEE Transactions on Computers, 2023
 
Myeonggu Kang, Hyein Shin, Lee-Sup Kim
A Framework for Accelerating Transformer-based Language Model on ReRAM-based Architecture
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022
 
Myeonggu Kang, Hyeonuk Kim, Hyein Shin, Jaehyeong Sim, Kyeonghan Kim, Lee-Sup Kim
S-FLASH: A NAND Flash-based Deep Neural Network Accelerator Exploiting Bit-level Sparsity
IEEE Transactions on Computers, 2022
 
International Conference Papers
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
Re2fresh: A Framework for Mitigating Read Disturbance in ReRAM-based DNN Accelerators
IEEE/ACM International Conference On Computer Aided Design, 2022
 
Hancheon Yun, Hyein Shin, Myeonggu Kang, Lee-Sup Kim
Optimizing ADC Utilization through Value-Aware Bypass in ReRAM-based DNN Accelerator
IEEE/ACM Design Automation Conference, 2021
 
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
Fault-free: A Fault-resilient Deep Neural Network Accelerator based on Realistic ReRAM Devices
IEEE/ACM Design Automation Conference, 2021
 
Myeonggu Kang, Hyein Shin, Jaekang Shin, Lee-Sup Kim
A Framework for Area-efficient Multi-task BERT Execution on ReRAM-based Accelerators
IEEE/ACM International Conference On Computer Aided Design, 2021
 
Hyein Shin, Myeonggu Kang, Lee-Sup Kim
Thermal-aware Optimization Framework for ReRAM-based Deep Neural Network Acceleration
IEEE/ACM International Conference On Computer Aided Design, 2020
 
Hyein Shin, Jaehyeong Sim, Daewoong Lee, Lee-Sup Kim
A PVT-robust Customized 4T Embedded DRAM Cell Array for Accelerating Binary Neural Networks
IEEE/ACM International Conference On Computer Aided Design, 2019
 
Kyeonghan Kim, Hyein Shin, Jaehyeong Sim, Myeonggu Kang, Lee-Sup Kim
An Energy-efficient Processing-in-memory Architecture for Long Short Term Memory in Spin Orbit Torque MRAM
IEEE/ACM International Conference On Computer Aided Design, 2019