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ORCIDDuy Thanh Nguyen
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Journal Articles
- 2022
[j7]Duy Thanh Nguyen
, Hyeonseung Je, Tuan Nghia Nguyen, Soojung Ryu, Kyujoong Lee, Hyuk-Jae Lee:
ShortcutFusion: From Tensorflow to FPGA-Based Accelerator With a Reuse-Aware Memory Allocation for Shortcut Data. IEEE Trans. Circuits Syst. I Regul. Pap. 69(6): 2477-2489 (2022)- 2021
- [j6]Duy Thanh Nguyen, Nhut-Minh Ho, Minh-Son Le, Weng-Fai Wong, Ik-Joon Chang:
ZEM: Zero-Cycle Bit-Masking Module for Deep Learning Refresh-Less DRAM. IEEE Access 9: 93723-93733 (2021) - [j5]Duy Thanh Nguyen, Nhut-Minh Ho, Weng-Fai Wong, Ik-Joon Chang:
OBET: On-the-Fly Byte-Level Error Tracking for Correcting and Detecting Faults in Unreliable DRAM Systems. Sensors 21(24): 8271 (2021) - [j4]Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee:
Layer-Specific Optimization for Mixed Data Flow With Mixed Precision in FPGA Design for CNN-Based Object Detectors. IEEE Trans. Circuits Syst. Video Technol. 31(6): 2450-2464 (2021) - 2020
- [j3]Duy Thanh Nguyen, Huy Hung Nguyen, Hyun Kim, Hyuk-Jae Lee:
An Approximate Memory Architecture for Energy Saving in Deep Learning Applications. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 67-I(5): 1588-1601 (2020) - 2019
- [j2]Duy Thanh Nguyen, Tuan Nghia Nguyen, Hyun Kim, Hyuk-Jae Lee:
A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection. IEEE Trans. Very Large Scale Integr. Syst. 27(8): 1861-1873 (2019) - 2013
- [j1]Duy Thanh Nguyen, Michael Negnevitsky, Martin de Groot:
Market-Based Demand Response Scheduling in a Deregulated Environment. IEEE Trans. Smart Grid 4(4): 1948-1956 (2013)
Conference and Workshop Papers
- 2023
- [c8]Nhut-Minh Ho, Duy Thanh Nguyen, John L. Gustafson, Weng-Fai Wong:
Bedot: Bit Efficient Dot Product for Deep Generative Models. CoNGA 2023: 19-37 - 2021
- [c7]Nhut-Minh Ho, Duy Thanh Nguyen, Himeshi De Silva, John L. Gustafson, Weng-Fai Wong, Ik Joon Chang:
Posit Arithmetic for the Training and Deployment of Generative Adversarial Networks. DATE 2021: 1350-1355 - 2020
- [c6]Boyeal Kim, Sang Hyun Lee, Hyun Kim, Duy Thanh Nguyen, Minh-Son Le, Ik Joon Chang, Dohun Kwon, Jin Hyeok Yoo, Jun Won Choi, Hyuk-Jae Lee:
PCM: Precision-Controlled Memory System for Energy Efficient Deep Neural Network Training. DATE 2020: 1199-1204 - [c5]Duy Thanh Nguyen, Changhong Min, Nhut-Minh Ho, Ik-Joon Chang:
DRAMA: An Approximate DRAM Architecture for High-performance and Energy-efficient Deep Training System. ICCAD 2020: 47:1-47:8 - 2019
- [c4]Duy Thanh Nguyen, Nhut-Minh Ho, Ik-Joon Chang:
St-DRC: Stretchable DRAM Refresh Controller with No Parity-overhead Error Correction Scheme for Energy-efficient DNNs. DAC 2019: 205 - [c3]Duy Thanh Nguyen, Ik-Joon Chang:
Energy-efficient DNN-training with Stretchable DRAM Refresh Controller and Critical-bit Protection. ISOCC 2019: 168-169 - 2018
- [c2]Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee, Ik Joon Chang:
An Approximate Memory Architecture for a Reduction of Refresh Power Consumption in Deep Learning Applications. ISCAS 2018: 1-5 - 1999
- [c1]J. S. Huang, Duy Thanh Nguyen, Michael Negnevitsky, C. J. E. Phillips:
Correlation properties of wavelet transform and applications in image coding. ISSPA 1999: 611-614
Informal and Other Publications
- 2021
- [i2]Duy Thanh Nguyen, Hyeonseung Je, Tuan Nghia Nguyen, Soojung Ryu, Kyujung Lee, Hyuk-Jae Lee:
ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data. CoRR abs/2106.08167 (2021) - 2020
- [i1]Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee:
Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors. CoRR abs/2009.01588 (2020)
Coauthor Index
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