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Hyein Shin
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 11
Top Topics
Multiple Tasks
Long Short Term Memory
Neural Network
Memory Access
Top Venues
ICCAD
IEEE Trans. Computers
DAC
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
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Publications
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Myeonggu Kang
,
Hyein Shin
,
Junkyum Kim
,
Lee-Sup Kim
MGen: A Framework for Energy-Efficient In-ReRAM Acceleration of Multi-Task BERT.
IEEE Trans. Computers
72 (11) (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 Trans. Computers
72 (7) (2023)
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 Trans. Computers
71 (6) (2022)
Myeonggu Kang
,
Hyein Shin
,
Lee-Sup Kim
A Framework for Accelerating Transformer-Based Language Model on ReRAM-Based Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (9) (2022)
Hyein Shin
,
Myeonggu Kang
,
Lee-Sup Kim
fresh: A Framework for Mitigating Read Disturbance in ReRAM-Based DNN Accelerators.
ICCAD
(2022)
Hyein Shin
,
Myeonggu Kang
,
Lee-Sup Kim
Fault-free: A Fault-resilient Deep Neural Network Accelerator based on Realistic ReRAM Devices.
DAC
(2021)
Myeonggu Kang
,
Hyein Shin
,
Jaekang Shin
,
Lee-Sup Kim
A Framework for Area-efficient Multi-task BERT Execution on ReRAM-based Accelerators.
ICCAD
(2021)
HanCheon Yun
,
Hyein Shin
,
Myeonggu Kang
,
Lee-Sup Kim
Optimizing ADC Utilization through Value-Aware Bypass in ReRAM-based DNN Accelerator.
DAC
(2021)
Hyein Shin
,
Myeonggu Kang
,
Lee-Sup Kim
A Thermal-aware Optimization Framework for ReRAM-based Deep Neural Network Acceleration.
ICCAD
(2020)
Hyein Shin
,
Jaehyeong Sim
,
Daewoong Lee
,
Lee-Sup Kim
A PVT-robust Customized 4T Embedded DRAM Cell Array for Accelerating Binary Neural Networks.
ICCAD
(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.
ICCAD
(2019)