Duy Thanh Nguyen

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 15

Top Topics

Object Detectors

Fpga Implementation

Energy Efficient

Discriminative Classifiers

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Circuits Syst. Video Technol.

Publications

Nhut-Minh Ho, Duy Thanh Nguyen, John L. Gustafson, Weng-Fai Wong
Bedot: Bit Efficient Dot Product for Deep Generative Models. CoNGA (2023)
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) (2022)
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)
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 (2021)
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 (2021)
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) (2021)
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) (2021)
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 (2020)
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)
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. (5) (2020)
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)
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) (2019)
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)
Duy Thanh Nguyen, Ik-Joon Chang
Energy-efficient DNN-training with Stretchable DRAM Refresh Controller and Critical-bit Protection. ISOCC (2019)
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)
Duy Thanh Nguyen, Michael Negnevitsky, Martin de Groot
Market-Based Demand Response Scheduling in a Deregulated Environment. IEEE Trans. Smart Grid 4 (4) (2013)
J. S. Huang, Duy Thanh Nguyen, Michael Negnevitsky, C. J. E. Phillips
Correlation properties of wavelet transform and applications in image coding. ISSPA (1999)