Chun-Shu Wei

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 30

Top Topics

Transfer Learning

Canonical Correlation Analysis

Brain Computer Interface

Top Venues

Publications

Xin-Yao Huang, Sung-Yu Chen, Chun-Shu Wei
Enhancing Low-Density EEG-Based Brain-Computer Interfacing With Similarity-Keeping Knowledge Distillation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Chi-Sheng Chen, Chun-Shu Wei
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning. CoRR (2024)
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
Delay Analysis in Closed-Loop EEG Phase-Triggered Transcranial Magnetic Stimulation. EMBC (2023)
Pin-Hua Chen, Chun-Shu Wei, Chen-Chia Lan, Nai-Feng Chen, Li-Chun Wang
Exploring fNIRS-Based Brain State Recognition and Visualization through the use of Explainable Convolutional Neural Networks. EMBC (2023)
Chun-Shu Wei
Quantitative Quality Assessment for EEG Data: A Mini Review. SSCI (2023)
Sung-Yu Chen, Chi-Min Chang, Kuan-Jung Chiang, Chun-Shu Wei
SSVEP-DAN: A Data Alignment Network for SSVEP-based Brain Computer Interfaces. CoRR (2023)
Katharina Margareta Theresa Pöhlmann, Ammar Jamal Said Al-Taie, Gang Li, Abhraneil Dam, Yu-Kai Wang, Chun-Shu Wei, Georgios Papaioannou
2nd Workshop on Multimodal Motion Sickness Detection and Mitigation Methods for Car Journeys - Finding Consensus in the Field. AutomotiveUI (Adjunct Proceedings) (2023)
Yu-Cheng Chang, Pin-Hsuan Chao, Sin-Horng Chen, Chun-Shu Wei
Toward EEG-Based Brain State Recognition for Personalized Neuromodulation. MCSoC (2022)
Yue-Ting Pan, Jing-Lun Chou, Chun-Shu Wei
MAtt: A Manifold Attention Network for EEG Decoding. CoRR (2022)
Pin-Hua Lai, Wei-Chun Yang, Hsiang-Chieh Tsou, Chun-Shu Wei
CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconstruction. CoRR (2022)
Jian-Xue Huang, Chia-Ying Hsieh, Ya-Lin Huang, Chun-Shu Wei
Toward CNN-Based Motor-Imagery EEG Classification with Fuzzy Fusion. Int. J. Fuzzy Syst. 24 (8) (2022)
Yue-Ting Pan, Jing-Lun Chou, Chun-Shu Wei
MAtt: A Manifold Attention Network for EEG Decoding. NeurIPS (2022)
Jing-Lun Chou, Ya-Lin Huang, Chia-Ying Hsieh, Jian-Xue Huang, Chun-Shu Wei
Accelerating Brain Research using Explainable Artificial Intelligence. ICME Workshops (2022)
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
Recognizing Tonal and Nontonal Mandarin Sentences for EEG-Based Brain-Computer Interface. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Xin-Yao Huang, Sung-Yu Chen, Chun-Shu Wei
Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge Distillation. CoRR (2022)
Katharina Margareta Theresa Pöhlmann, Gang Li, Abhraneil Dam, Yu-Kai Wang, Chun-Shu Wei, Adrian Brietzke, Georgios Papaioannou
Workshop on Multimodal Motion Sickness Detection and Mitigation Methods for Car Journeys. AutomotiveUI (Adjunct Proceedings) (2022)
Ya-Lin Huang, Chia-Ying Hsieh, Jian-Xue Huang, Chun-Shu Wei
ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation. CoRR (2022)
Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung
Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning. CoRR (2021)
Poyuan Jeng, Chun-Shu Wei, Tzyy-Ping Jung, Li-Chun Wang
Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Chun-Shu Wei, Corey J. Keller, Junhua Li, Yuan-Pin Lin, Masaki Nakanishi, Johanna Wagner, Wei Wu, Yu Zhang, Tzyy-Ping Jung
Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. Frontiers Comput. Neurosci. 15 (2021)
Chun-Shu Wei
Normalized Canonical Correlation Analysis for Calibrating the Background EEG Activity in SSVEP Detection. SSCI (2021)
Masaki Nakanishi, Yu-Te Wang, Chun-Shu Wei, Kuan-Jung Chiang, Tzyy-Ping Jung
Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Chun-Shu Wei, Toshiaki Koike-Akino, Ye Wang
Spatial Component-wise Convolutional Network (SCCNet) for Motor-Imagery EEG Classification. NER (2019)
Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung
Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces. NER (2019)
Ting Yu, Chun-Shu Wei, Kuan-Jung Chiang, Masaki Nakanishi, Tzyy-Ping Jung
EEG-Based User Authentication Using a Convolutional Neural Network. NER (2019)
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung
A subject-transfer framework for obviating inter- and intra-subject variability in EEG-based drowsiness detection. NeuroImage 174 (2018)
Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung
Cross-Subject Transfer Learning on High-Speed Steady-State Visual Evoked Potential-Based Brain-Computer Interface. CoRR (2018)
Chun-Shu Wei, Masaki Nakanishi, Kuan-Jung Chiang, Tzyy-Ping Jung
Exploring Human Variability in Steady-State Visual Evoked Potentials. SMC (2018)
Chun-Shu Wei, Yuan-Pin Lin, Tzyy-Ping Jung
Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis. HCI (13) (2016)
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung
Transfer learning with large-scale data in brain-computer interfaces. EMBC (2016)
Jingyi Song, Chun-Shu Wei, Tzyy-Ping Jung, Yikai Wang
Monitoring and Analysis of Multiplicative Characteristic Variations for Adhesive Electrode by Using Self-Electrocardiogram Signals. SMC (2015)
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Tzyy-Ping Jung, Nima Bigdely Shamlo, Chin-Teng Lin
Selective Transfer Learning for EEG-Based Drowsiness Detection. SMC (2015)
Chun-Shu Wei, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung
Toward non-hair-bearing brain-computer interfaces for neurocognitive lapse detection. EMBC (2015)
Yuan-Pin Lin, Yijun Wang, Chun-Shu Wei, Tzyy-Ping Jung
A Mobile Brain-Computer Interface for Freely Moving Humans. HCI (5) (2013)
Chun-Shu Wei, Li-Wei Ko, Shang-Wen Chuang, Tzyy-Ping Jung, Chin-Teng Lin
Genetic feature selection in EEG-based motion sickness estimation. IJCNN (2011)
Chun-Shu Wei, Shang-Wen Chuang, Wan-Ru Wang, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin
Implementation of a motion sickness evaluation system based on EEG spectrum analysis. ISCAS (2011)
Li-Wei Ko, Chun-Shu Wei, Tzyy-Ping Jung, Chin-Teng Lin
Estimating the Level of Motion Sickness Based on EEG Spectra. HCI (20) (2011)
Li-Wei Ko, Chun-Shu Wei, Shi-An Chen, Chin-Teng Lin
EEG-Based Motion Sickness Estimation Using Principal Component Regression. ICONIP (1) (2011)