WebErico Tjoa and Cuntai Guan, “Quantifying Explainability of Saliency Methods in Deep Neural Networks with a Synthetic Dataset”, IEEE Transactions on Artificial Intelligence (TAI), … WebCuntai Guan is a Professor in the School of Computer Science and Engineering, Nanyang Technological University, Singapore. ... Jie Tian, IEEE Fellow, IAMBE Fellow, received his PhD degree in artificial intelligence from the Institute of Automation, Chinese Academy of Sciences (CASIA) in 1993. He subsequently joined the University of ...

Associate Editors - IEEE Transactions on Biomedical Engineering …

WebDr Cuntai Guan received his Ph.D. degree in Electrical and Electronic Engineering from Southeast University in 1993. He is currently Principal Scientist and Department Head at … WebHe is an elected Fellow of the Singapore Academy of Engineering (SAEng), Fellow of NAI (National Academy of Inventors, USA), Fellow of IEEE (the Institute of Electrical and … pns to omaha

An attention‑based deep learning approach for sleep stage ...

WebKavitha P Thomas Research Fellow Verified email at ntu.edu.sg. Etienne Burdet Imperial College London Verified email at ic.ac.uk. Juan ... Cuntai Guan. President's Chair Professor in Computer Science and Engineering, ... IEEE Transactions on Biomedical Engineering, DOI: 10.1109/TBME.2024.3231627, 2024. 1: WebCuntai Guan (S'91–M'92–SM'03) received the Ph.D. degree in electrical and electronics engineering from Southeast University, Nanjing, China, in 1993. He has many years of experience in various academic, research, and industrial organizations. Weband Cuntai Guan , Fellow, IEEE Abstract—Automatic sleep stage classification is of great importance to measure sleep quality. In this paper, we propose a novel attention-based deep learning archi-tecture called AttnSleep to classify sleep stages using single channel EEG signals. This architecture starts with pns to orange beach