Duy Thanh Nguyen

18 papers A* 1A 3C 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Explainable GASTCN Framework for EEG-Based Autism Spectrum Disorder Diagnosis.
MIWAI (3)
Tu Nhat Khang Nguyen, Duy Thanh Nguyen, Thi Minh Tam Tran, Hirokazu Doi, Quang Tran Minh
2023 — conf
Bedot: Bit Efficient Dot Product for Deep Generative Models.
CoNGA
Nhut-Minh Ho, Duy Thanh Nguyen, John L. Gustafson, Weng-Fai Wong
2022 J jnl
ShortcutFusion: From Tensorflow to FPGA-Based Accelerator With a Reuse-Aware Memory Allocation for Shortcut Data.
IEEE Trans. Circuits Syst. I Regul. Pap.
Duy Thanh Nguyen, Hyeonseung Je, Tuan Nghia Nguyen, Soojung Ryu, Kyujoong Lee, Hyuk-Jae Lee
2021 J jnl
Layer-Specific Optimization for Mixed Data Flow With Mixed Precision in FPGA Design for CNN-Based Object Detectors.
IEEE Trans. Circuits Syst. Video Technol.
Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee
2021 J jnl
OBET: On-the-Fly Byte-Level Error Tracking for Correcting and Detecting Faults in Unreliable DRAM Systems.
Sensors
Duy Thanh Nguyen, Nhut-Minh Ho, Weng-Fai Wong, Ik-Joon Chang
2021 A conf
Posit Arithmetic for the Training and Deployment of Generative Adversarial Networks.
DATE
Nhut-Minh Ho, Duy Thanh Nguyen, Himeshi De Silva, John L. Gustafson, Weng-Fai Wong, Ik Joon Chang
2021 J jnl
ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data.
CoRR
Duy Thanh Nguyen, Hyeonseung Je, Tuan Nghia Nguyen, Soojung Ryu, Kyujung Lee, Hyuk-Jae Lee
2021 J jnl
ZEM: Zero-Cycle Bit-Masking Module for Deep Learning Refresh-Less DRAM.
IEEE Access
Duy Thanh Nguyen, Nhut-Minh Ho, Minh-Son Le, Weng-Fai Wong, Ik-Joon Chang
2020 J jnl
An Approximate Memory Architecture for Energy Saving in Deep Learning Applications.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl.
Duy Thanh Nguyen, Huy Hung Nguyen, Hyun Kim, Hyuk-Jae Lee
2020 A conf
DRAMA: An Approximate DRAM Architecture for High-performance and Energy-efficient Deep Training System.
ICCAD
Duy Thanh Nguyen, Changhong Min, Nhut-Minh Ho, Ik-Joon Chang
2020 J jnl
Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors.
CoRR
Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee
2020 A conf
PCM: Precision-Controlled Memory System for Energy Efficient Deep Neural Network Training.
DATE
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
2019 J jnl
A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection.
IEEE Trans. Very Large Scale Integr. Syst.
Duy Thanh Nguyen, Tuan Nghia Nguyen, Hyun Kim, Hyuk-Jae Lee
2019 — conf
Energy-efficient DNN-training with Stretchable DRAM Refresh Controller and Critical-bit Protection.
ISOCC
Duy Thanh Nguyen, Ik-Joon Chang
2019 A* conf
St-DRC: Stretchable DRAM Refresh Controller with No Parity-overhead Error Correction Scheme for Energy-efficient DNNs.
DAC
Duy Thanh Nguyen, Nhut-Minh Ho, Ik-Joon Chang
2018 C conf
An Approximate Memory Architecture for a Reduction of Refresh Power Consumption in Deep Learning Applications.
ISCAS
Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee, Ik Joon Chang
2013 J jnl
Market-Based Demand Response Scheduling in a Deregulated Environment.
IEEE Trans. Smart Grid
Duy Thanh Nguyen, Michael Negnevitsky, Martin de Groot
1999 — conf
Correlation properties of wavelet transform and applications in image coding.
ISSPA
J. S. Huang, Duy Thanh Nguyen, Michael Negnevitsky, C. J. E. Phillips