Publications

Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang (2023). HYDRA: A Hybrid Resistance Drift Resilient Architecture for Phase Change Memory-Based Neural Network Accelerators. IEEE Transactions on Computers (Accepted).

Je-Woo Jang, Thai-Hoang Nguyen, Joon-Sung Yang (2023). VECOM: Variation-Resilient Encoding and Offset Compensation Schemes for Reliable ReRAM-Based DNN Accelerator. Proceedings of the 42nd IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (Accepted).

Thai-Hoang Nguyen, Joon-Sung Yang (2023). Enhancing the Robustness of eNVMs-Based DNNs using Low-Cost and Efficient Hardware. 2023 60th ACM/IEEE Design Automation Conference (DAC-Ph.D Forum).

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Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang (2023). CRAFT: Criticality-Aware Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (Accepted).

Cite DOI Preprint

Thai-Hoang Nguyen, Muhammad Imran, Joon-Sung Yang (2022). DynaPAT: A Dynamic Pattern-Aware Encoding Technique for Robust MLC PCM-Based Deep Neural Networks. Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Cite Slides DOI URL

Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang (2021). Low-Cost and Effective Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks. 2021 58th ACM/IEEE Design Automation Conference (DAC).

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Loc-Minh-Phuc Le, Thai-Hoang Nguyen, Van-Khoi Bui, Tan-Hien Van, Nguyen-Phu-Hien Pham, Dinh-Thanh Ngo (2018). Design and Build a Self-study Space Management System for Smart Campus using Image Processing and LoRA Wireless Communication. 17th International Symposium on Advanced Technology (ISAT-17).

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