Correlation properties of wavelet transform and applications in image coding. - J. S. Huang; Duy Thanh Nguyen; Michael Negnevitsky; C. J. E. Phillips (ISSPA, 1999)

Market-Based Demand Response Scheduling in a Deregulated Environment. - Duy Thanh Nguyen; Michael Negnevitsky; Martin de Groot (IEEE Trans. Smart Grid, 2013)

An Approximate Memory Architecture for a Reduction of Refresh Power Consumption in Deep Learning Applications. - Duy Thanh Nguyen; Hyun Kim 001; Hyuk-Jae Lee; Ik Joon Chang (ISCAS, 2018)

St-DRC: Stretchable DRAM Refresh Controller with No Parity-overhead Error Correction Scheme for Energy-efficient DNNs. - Duy Thanh Nguyen; Nhut-Minh Ho; Ik-Joon Chang (DAC, 2019)

Energy-efficient DNN-training with Stretchable DRAM Refresh Controller and Critical-bit Protection. - Duy Thanh Nguyen; Ik-Joon Chang (ISOCC, 2019)

A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection. - Duy Thanh Nguyen; Tuan Nghia Nguyen 002; Hyun Kim 001; Hyuk-Jae Lee (IEEE Trans. Very Large Scale Integr. Syst., 2019)

PCM: Precision-Controlled Memory System for Energy Efficient Deep Neural Network Training. - Boyeal Kim; Sang Hyun Lee; Hyun Kim 001; Duy Thanh Nguyen; Minh-Son Le; Ik Joon Chang; Dohun Kwon; Jin Hyeok Yoo; Jun Won Choi; Hyuk-Jae Lee (DATE, 2020)

DRAMA: An Approximate DRAM Architecture for High-performance and Energy-efficient Deep Training System. - Duy Thanh Nguyen; Changhong Min; Nhut-Minh Ho; Ik-Joon Chang (ICCAD, 2020)

An Approximate Memory Architecture for Energy Saving in Deep Learning Applications. - Duy Thanh Nguyen; Huy Hung Nguyen; Hyun Kim 001; Hyuk-Jae Lee (IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020)

Posit Arithmetic for the Training and Deployment of Generative Adversarial Networks. - Nhut-Minh Ho; Duy Thanh Nguyen; Himeshi De Silva; John L. Gustafson; Weng-Fai Wong; Ik Joon Chang (DATE, 2021)

ZEM: Zero-Cycle Bit-Masking Module for Deep Learning Refresh-Less DRAM. - Duy Thanh Nguyen; Nhut-Minh Ho; Minh-Son Le; Weng-Fai Wong; Ik-Joon Chang (IEEE Access, 2021)

ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data. - Duy Thanh Nguyen; Hyeonseung Je; Tuan Nghia Nguyen 002; Soojung Ryu; Kyujung Lee; Hyuk-Jae Lee (CoRR, 2021)

OBET: On-the-Fly Byte-Level Error Tracking for Correcting and Detecting Faults in Unreliable DRAM Systems. - Duy Thanh Nguyen; Nhut-Minh Ho; Weng-Fai Wong; Ik-Joon Chang (Sensors, 2021)

Layer-Specific Optimization for Mixed Data Flow With Mixed Precision in FPGA Design for CNN-Based Object Detectors. - Duy Thanh Nguyen; Hyun Kim 001; Hyuk-Jae Lee (IEEE Trans. Circuits Syst. Video Technol., 2021)

ShortcutFusion: From Tensorflow to FPGA-Based Accelerator With a Reuse-Aware Memory Allocation for Shortcut Data. - Duy Thanh Nguyen; Hyeonseung Je; Tuan Nghia Nguyen 002; Soojung Ryu; Kyujoong Lee; Hyuk-Jae Lee (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Bedot: Bit Efficient Dot Product for Deep Generative Models. - Nhut-Minh Ho; Duy Thanh Nguyen; John L. Gustafson; Weng-Fai Wong (CoNGA, 2023)