Tien Van Nguyen

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Training Algorithm

Quantization Error

Feed Forward Neural Networks

Hierarchical Temporal Memory

Top Venues

Publications

Tien Van Nguyen, Aengus Daly, Feargal O'Sullivan, Sergi Gómez-Quintana, Andriy Temko, Emanuel M. Popovici
A real-time and ultra-low power implementation of an AI-assisted sonification algorithm for neonatal EEG. IWASI (2023)
Lam Thanh Tong, Loan Thi Kim Nguyen, Long Thanh Nguyen, Danh Van Huynh, Tien Van Nguyen, Hoang Ngoc Tran, Luyl-Da Quach
Implementing VIETGAP Standard Based Shrimp Management System using Waterfall Model. ICIIT (2023)
Tien Van Nguyen, Jiyong An, Seokjin Oh, Son Ngoc Truong, Kyeong-Sik Min
Quantization, training, parasitic resistance correction, and programming techniques of memristor-crossbar neural networks for edge intelligence. Neuromorph. Comput. Eng. 2 (3) (2022)
Tien Van Nguyen, Jiyong An, Kyeong-Sik Min
Comparative Study on Quantization-Aware Training of Memristor Crossbars for Reducing Inference Power of Neural Networks at The Edge. IJCNN (2021)
Tien Van Nguyen, Jiyong An, Seokjin Oh
Training, Programming, and Correction Techniques of Memristor-Crossbar Neural Networks with Non-Ideal Effects such as Defects, Variation, and Parasitic Resistance. ASICON (2021)
Sy Tan Ho, Alexander Andreevich Moldovyan, Moldovyan Nikolay Andreevich, Canh Hoang Ngoc, Minh Nguyen Hieu, Lich Van Luu, Tien Van Nguyen, Manh Cong Tran
Hybrid deniable and short-key encryption protocols based on the authentication procedure. ACOMP (2020)
Tien Van Nguyen, Ngoc-Thanh Le, Jiyong An, Kyeong-Sik Min
Defect-Resilient Memristor Crossbar of Hierarchical Temporal Memory (HTM) Spatial Pooling for Near-IoT-Sensor Cognitive Computing. ICECS (2020)
Khoa Van Pham, Tien Van Nguyen, Kyeong-Sik Min
Defect-Tolerant Crossbar Training of Memristor Ternary Neural Networks. ICECS (2019)
Khoa Van Pham, Tien Van Nguyen, Kyeong-Sik Min
Defect-Tolerant and Energy-Efficient Training of Multi-Valued and Binary Memristor Crossbars for Near-Sensor Cognitive Computing. ASICON (2019)