Dongyeob Shin

13 papers A* 2C 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Designing an Optimized Processing Elements Structure for Depthwise Separable Convolution.
ICEIC
Eunchong Lee, Yumi Kim, Kyungho Kim, Dongyeob Shin, Sung-Joon Jang
2025 — conf
HaT: Holding Oscillation for Efficient INT8 Quantized CNN Training.
ICEIC
Chanyung Kim, Dongyeob Shin, Minkyu Lee, Sung-Joon Jang, Sang-Seol Lee
2023 J jnl
Low Complexity Gradient Computation Techniques to Accelerate Deep Neural Network Training.
IEEE Trans. Neural Networks Learn. Syst.
Dongyeob Shin, Geonho Kim, Joongho Jo, Jongsun Park
2021 J jnl
An Error Compensation Technique for Low-Voltage DNN Accelerators.
IEEE Trans. Very Large Scale Integr. Syst.
Daehan Ji, Dongyeob Shin, Jongsun Park
2021 J jnl
An Even/Odd Error Detection Based Low-Complexity Chase Decoding for Low-Latency RS Decoder Design.
IEEE Commun. Lett.
Jinho Jeong, Dongyeob Shin, Wongyu Shin, Jongsun Park
2021 J jnl
Exploiting Retraining-Based Mixed-Precision Quantization for Low-Cost DNN Accelerator Design.
IEEE Trans. Neural Networks Learn. Syst.
Nahsung Kim, Dongyeob Shin, Wonseok Choi, Geonho Kim, Jongsun Park
2020 A* conf
Prediction Confidence based Low Complexity Gradient Computation for Accelerating DNN Training.
DAC
Dongyeob Shin, Geonho Kim, Joongho Jo, Jongsun Park
2019 A* conf
Sensitivity based Error Resilient Techniques for Energy Efficient Deep Neural Network Accelerators.
DAC
Wonseok Choi, Dongyeob Shin, Jongsun Park, Swaroop Ghosh
2019 J jnl
Sensitivity-Based Error Resilient Techniques With Heterogeneous Multiply-Accumulate Unit for Voltage Scalable Deep Neural Network Accelerators.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Dongyeob Shin, Wonseok Choi, Jongsun Park, Swaroop Ghosh
2018 J jnl
A Low-Latency and Area-Efficient Gram-Schmidt-Based QRD Architecture for MIMO Receiver.
IEEE Trans. Circuits Syst. I Regul. Pap.
Dongyeob Shin, Jongsun Park
2018 J jnl
Mosaic-CNN: A Combined Two-Step Zero Prediction Approach to Trade off Accuracy and Computation Energy in Convolutional Neural Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Cheolhwan Kim, Dongyeob Shin, Bohun Kim, Jongsun Park
2017 J jnl
Adaptive ECC for Tailored Protection of Nanoscale Memory.
IEEE Des. Test
Dongyeob Shin, Jongsun Park, Jangwon Park, Somnath Paul, Swarup Bhunia
2014 C conf
A low-complexity composite QR decomposition architecture for MIMO detector.
ISCAS
Ji-Hwan Yoon, Dongyeob Shin, Jongsun Park