Journal Papers (since Aug 2019)
Sung-Yu Chen, Chi-Min Chang, Kuan-Jung Chiang, Chun-Shu Wei (2024, May). SSVEP-DAN: Cross-Domain Data Alignment for SSVEP-based Brain-Computer Interfaces. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 2027-2037. (SCI, 4/68, Rehabilitation).
Xin-Yao Huang, Sung-Yu Chen, Chun-Shu Wei (2023, Dec). Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge Distillation. IEEE Transactions on Emerging Topics in Computational Intelligence, 8(2), 1156-1166. (SCI, 52/192, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE).
Shiau-Ru Yang, Tzyy-Ping Jung, Chin-Teng Lin, Kuan-Chih Huang, Chun-Shu Wei, Herming Chiueh, Yue-Loong Hsin, Guan-Ting Liou, Li-Chun Wang (2022, Dec). Recognizing Tonal and Non-Tonal Mandarin Sentences for EEG-based Brain-Computer Interface. IEEE Transactions on Cognitive and Developmental Systems, 14(4), 1666-1677. (SCI, 65/227, ARTIFICIAL INTELLIGENCE).
Jian-Xue Huang, Chia-Ying Hsieh, Ya-Lin Huang, Chun-Shu Wei (2022, May). Toward CNN-Based Motor-Imagery EEG Classification with Fuzzy Fusion. International Journal of Fuzzy Systems, 1-12. (SCI, 13/133, COMPUTATIONAL THEORY AND MATHEMATICS).
Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung (2021, Feb). Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning. Journal of Neural Engineering, 18(1), 016002. (SCI, 29/225, Neuroscience, Biomedical Engineering).
Po-Yuan Jeng, Chun-Shu Wei, Tzyy-Ping Jung, Li-Chun Wang (2020, Sep). Low-Dimensional Subject Representation-based Transfer Learning in EEG Decoding. IEEE Journal of Biomedical and Health Informatics, 1-1. (SCI, 43/636, Engineering, Computer Science Applications).
Masaki Nakanishi, Yu-Te Wang, Chun-Shu Wei, Kuan-Jung Chiang, Tzyy-Ping Jung (2020, Apr). Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses. IEEE Transactions on Biomedical Engineering, 67(4), 1105-1113. (SCI, 11/80, ENGINEERING, BIOMEDICAL).
Peer-Reviewed Conference Papers (since Aug 2019)
Pin-Han Ho, Yong-Sheng Chen, Chun-Shu Wei (2024, Jul). Toward EEG-Based Objective Assessment of Emotion Intensity. 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Orlando, FL, USA.
Jing-Lun Chou, Yih-Ning Huang, Chun-Shu Wei (2024, Jul). A Unified Brain Signal Decoder Based on a Multi-Branch Architecture. International Joint Conference on Neural Networks (IJCNN) 2024, Yokohama, Japan.
Chun-Shu Wei (2023, Dec). Quantitative Quality Assessment for EEG Data: A Mini Review. 2023 IEEE Symposium Series on Computational Intelligence (SSCI), Mexico City, Mexico.
Pin-Hua Chen, Chun-Shu Wei, Chen-Chia Lan, Nai-Feng Chen, Li-Chun Wang (2023, Jul). Exploring fNIRS-Based Brain State Recognition and Visualization through the use of Explainable Convolutional Neural Networks. 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Sydney, Australia.
Yu-Cheng Chang, Pin-Hsuan Chao, Yan-Ming Kuan, Chiu-Jung Huang, Li-Fen Chen, Wei-Chung Mao, Tung-Ping Su, Sin-Horng Chen, Chun-Shu Wei (2023, Jul). Delay Analysis in Closed-Loop EEG Phase-Triggered Transcranial Magnetic Stimulation. 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Sydney, Australia.
Yu-Cheng Chang, Pin-Hsuan Chao, Sin-Horng Chen, Chun-Shu Wei (2022, Dec). Toward EEG-Based Brain State Recognition for Personalized Neuromodulation. 2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Penang, Malaysia.
Yue-Ting Pan, Jing-Lun Chou, Chun-Shu Wei (2022, Dec). MAtt: A Manifold Attention Network for EEG Decoding. Advances in Neural Information Processing Systems (NeurIPS), New Orleans, LA, USA.
Chun-Shu Wei (2021, Dec). Normalized Canonical Correlation Analysis for Calibrating the Background EEG Activity in SSVEP Detection. 2021 IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, FL, USA.