Wei Soon Ng

According to our database, Wei Soon Ng authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

FPGA Implementation of PoolFormer Network Using Python-Driven High-Level Synthesis Framework for Edge-AIoT Speech Recognition.

Tiancheng Cao, Zhongyi Zhang, Wei Soon Ng, Wang Ling Goh, Yuan Gao

IEEE Trans. Very Large Scale Integr. Syst., January, 2026

FPGA-Based Real-Time ECG Classification System Using Quantized Inception-ResNeXt Neural Network and CWT Approximation.

Tiancheng Cao, Wei Soon Ng, Wang Ling Goh, Yuan Gao, Hen-Wei Huang

IEEE Trans. Very Large Scale Integr. Syst., January, 2026

2025

Cybersecure End-to-End FPGA-Accelerated ECG Monitoring for Precision Diagnosis With Personalized CWT and Adversarial Defense.

Tiancheng Cao, Wei Soon Ng, Chen Shen, Hongtao Li, Rong Tan, Dawei Wang, Hen-Wei Huang

IEEE J. Biomed. Health Informatics, December, 2025

2024

High Accuracy and Low Latency Mixed Precision Neural Network Acceleration for TinyML Applications on Resource-Constrained FPGAs.

Wei Soon Ng, Wang Ling Goh, Yuan Gao

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

DWT-PoolFormer: Discrete Wavelet Transform-based Quantized Parallel PoolFormer Network Implemented in FPGA for Wearable ECG Monitoring.

Tiancheng Cao, Wei Soon Ng, Wang Ling Goh, Yuan Gao

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024