Dongyeob Shin

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Distributed Video Coding

Error Resilient

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

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) (2023)
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) (2021)
Daehan Ji, Dongyeob Shin, Jongsun Park
An Error Compensation Technique for Low-Voltage DNN Accelerators. IEEE Trans. Very Large Scale Integr. Syst. 29 (2) (2021)
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) (2021)
Dongyeob Shin, Geonho Kim, Joongho Jo, Jongsun Park
Prediction Confidence based Low Complexity Gradient Computation for Accelerating DNN Training. DAC (2020)
Wonseok Choi, Dongyeob Shin, Jongsun Park, Swaroop Ghosh
Sensitivity based Error Resilient Techniques for Energy Efficient Deep Neural Network Accelerators. DAC (2019)
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) (2019)
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) (2018)
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. (8) (2018)
Dongyeob Shin, Jongsun Park, Jangwon Park, Somnath Paul, Swarup Bhunia
Adaptive ECC for Tailored Protection of Nanoscale Memory. IEEE Des. Test 34 (6) (2017)
Ji-Hwan Yoon, Dongyeob Shin, Jongsun Park
A low-complexity composite QR decomposition architecture for MIMO detector. ISCAS (2014)