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2020 – today
- 2025
[c5]Chanyung Kim, Dongyeob Shin, Minkyu Lee, Sung-Joon Jang, Sang-Seol Lee:
HaT: Holding Oscillation for Efficient INT8 Quantized CNN Training. ICEIC 2025: 1-4- [c4]Eunchong Lee, Yumi Kim, Kyungho Kim, Dongyeob Shin, Sung-Joon Jang:
Designing an Optimized Processing Elements Structure for Depthwise Separable Convolution. ICEIC 2025: 1-3 - 2023
- [j8]Dongyeob Shin, Geonho Kim
, Joongho Jo, Jongsun Park:
Low Complexity Gradient Computation Techniques to Accelerate Deep Neural Network Training. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5745-5759 (2023) - 2021
- [j7]Jinho Jeong, Dongyeob Shin, Wongyu Shin, Jongsun Park:
An Even/Odd Error Detection Based Low-Complexity Chase Decoding for Low-Latency RS Decoder Design. IEEE Commun. Lett. 25(5): 1505-1509 (2021) - [j6]Nahsung Kim, Dongyeob Shin, Wonseok Choi, Geonho Kim, Jongsun Park:
Exploiting Retraining-Based Mixed-Precision Quantization for Low-Cost DNN Accelerator Design. IEEE Trans. Neural Networks Learn. Syst. 32(7): 2925-2938 (2021) - [j5]Daehan Ji, Dongyeob Shin, Jongsun Park:
An Error Compensation Technique for Low-Voltage DNN Accelerators. IEEE Trans. Very Large Scale Integr. Syst. 29(2): 397-408 (2021) - 2020
- [c3]Dongyeob Shin, Geonho Kim, Joongho Jo, Jongsun Park:
Prediction Confidence based Low Complexity Gradient Computation for Accelerating DNN Training. DAC 2020: 1-6
2010 – 2019
- 2019
- [j4]Dongyeob Shin, Wonseok Choi, Jongsun Park, Swaroop Ghosh:
Sensitivity-Based Error Resilient Techniques With Heterogeneous Multiply-Accumulate Unit for Voltage Scalable Deep Neural Network Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(3): 520-531 (2019) - [c2]Wonseok Choi, Dongyeob Shin, Jongsun Park, Swaroop Ghosh:
Sensitivity based Error Resilient Techniques for Energy Efficient Deep Neural Network Accelerators. DAC 2019: 204 - 2018
- [j3]Cheolhwan Kim, Dongyeob Shin, Bohun Kim, Jongsun Park:
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. 8(4): 770-781 (2018) - [j2]Dongyeob Shin, Jongsun Park:
A Low-Latency and Area-Efficient Gram-Schmidt-Based QRD Architecture for MIMO Receiver. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(8): 2606-2616 (2018) - 2017
- [j1]Dongyeob Shin, Jongsun Park, Jangwon Park, Somnath Paul, Swarup Bhunia:
Adaptive ECC for Tailored Protection of Nanoscale Memory. IEEE Des. Test 34(6): 84-93 (2017) - 2014
- [c1]Ji-Hwan Yoon, Dongyeob Shin, Jongsun Park:
A low-complexity composite QR decomposition architecture for MIMO detector. ISCAS 2014: 1692-1695
Coauthor Index
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