| St-DRC: Stretchable DRAM refresh controller with no parity-overhead error correction scheme for energy-efficient DNNs DT Nguyen, NM Ho, IJ Chang Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 27 | 2019 |
| PCM: precision-controlled memory system for energy efficient deep neural network training B Kim, SH Lee, H Kim, DT Nguyen, MS Le, IJ Chang, D Kwon, JH Yoo, ... 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 19 | 2020 |
| Posit arithmetic for the training and deployment of generative adversarial networks NM Ho, DT Nguyen, H De Silva, JL Gustafson, WF Wong, IJ Chang 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 12 | 2021 |
| ZEM: Zero-Cycle Bit-Masking Module for Deep Learning Refresh-Less DRAM DT Nguyen, NM Ho, MS Le, WF Wong, IJ Chang IEEE Access 9, 93723-93733, 2021 | 6 | 2021 |
| DRAMA: an approximate DRAM architecture for high-performance and energy-efficient deep training system DT Nguyen, CH Min, NM Ho, IJ Chang Proceedings of the 39th International Conference on Computer-Aided Design, 1-8, 2020 | 3 | 2020 |
| OBET: On-the-fly byte-level error tracking for correcting and detecting faults in unreliable DRAM systems DT Nguyen, NM Ho, WF Wong, IJ Chang Sensors 21 (24), 8271, 2021 | 2 | 2021 |
| DeepCAM: A fully CAM-based inference accelerator with variable hash lengths for energy-efficient deep neural networks DT Nguyen, A Bhattacharjee, A Moitra, P Panda 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023 | 1 | 2023 |
| An Approximate DRAM Architecture for Energy-efficient Deep Learning DT Nguyen, IJ Chang Journal of Semiconductor Engineering 1 (1), 31-37, 2020 | 1 | 2020 |
| Bedot: Bit Efficient Dot Product for Deep Generative Models NM Ho, DT Nguyen, J L. Gustafson, WF Wong Conference on Next Generation Arithmetic, 2023 | | 2023 |
| Memory controller storing data in approximate memory device based on priority-based ECC, non-transitory computer-readable medium storing program code, and electronic device … IJ Chang, DT Nguyen US Patent 11,144,386, 2021 | | 2021 |
| SoftRefresh: Targeted refresh for Energy-efficient DRAM systems via Software and Operating Systems support DT Nguyen, NM Ho, IJ Chang International Symposium on Memory Systems (MEMSYS 2021) 17, 1-6, 2021 | | 2021 |
| Energy-efficient DNN-training with Stretchable DRAM Refresh Controller and Critical-bit Protection DT Nguyen, IJ Chang 2019 International SoC Design Conference (ISOCC), 168-169, 2019 | | 2019 |
| Towards Refreshless DRAM for energy-efficient DNN DT Nguyen, IJ Chang 대한전자공학회 학술대회, 1508-1509, 2019 | | 2019 |
Ik Joon ChangKyunghee UniversityVerified email at khu.ac.kr
