Dongyeob Shin

According to our database1, Dongyeob Shin authored at least 11 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
Low Complexity Gradient Computation Techniques to Accelerate Deep Neural Network Training.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

2021
An Error Compensation Technique for Low-Voltage DNN Accelerators.
IEEE Trans. Very Large Scale Integr. Syst., 2021

Exploiting Retraining-Based Mixed-Precision Quantization for Low-Cost DNN Accelerator Design.
IEEE Trans. Neural Networks Learn. Syst., 2021

An Even/Odd Error Detection Based Low-Complexity Chase Decoding for Low-Latency RS Decoder Design.
IEEE Commun. Lett., 2021

2020
Prediction Confidence based Low Complexity Gradient Computation for Accelerating DNN Training.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019
Sensitivity-Based Error Resilient Techniques With Heterogeneous Multiply-Accumulate Unit for Voltage Scalable Deep Neural Network Accelerators.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Sensitivity based Error Resilient Techniques for Energy Efficient Deep Neural Network Accelerators.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018
A Low-Latency and Area-Efficient Gram-Schmidt-Based QRD Architecture for MIMO Receiver.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

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., 2018

2017
Adaptive ECC for Tailored Protection of Nanoscale Memory.
IEEE Des. Test, 2017

2014
A low-complexity composite QR decomposition architecture for MIMO detector.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014


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