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Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 10,Page: 5008-5020
Authors:  Wang, Boyu;  Wong, Chi Man;  Kang, Zhao;  Liu, Feng;  Shui, Changjian;  Wan, Feng;  Chen, C. L.Philip
Favorite |  | TC[WOS]:17 TC[Scopus]:10 | Submit date:2021/12/08
Brain-computer Interface (Bci)  Common Spatial Pattern (Csp)  Generalized Eigenvalue Problem (Gep)  Least Squares  Multitask Learning  Singular Value Decomposition (Svd)  Sparse Learning  Transfer Learning  
Online Adaptation Boosts SSVEP-Based BCI Performance Journal article
IEEE Transactions on Biomedical Engineering, 2021,Volume: 69,Issue: 6,Page: 2018-2028
Authors:  Wong, Chi Man;  Wang, Ze;  Nakanishi, Masaki;  Wang, Boyu;  Rosa, Agostinho;  Chen, Philip;  Jung, Tzyy Ping;  Wan, Feng
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/13
Brain-computer Interface  Calibration  Calibration-free  Filter Banks  Frequency Modulation  Online Adaptation  Prototypes  Spatial Filter  Spatial Filters  Steady-state  Steady-state Visual Evoked Potential  Visualization  
On the Benefits of Two Dimensional Metric Learning Journal article
IEEE Transactions on Knowledge and Data Engineering, 2021
Authors:  Wu, Di;  Zhou, Fan;  Wang, Boyu;  Wong, Chi Man;  Shui, Changjian;  Zhou, Yuan;  Lao, Qicheng;  Wan, Feng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
boosting  Brain modeling  Complexity theory  Electroencephalography  Indexes  low-rank matrices  Measurement  metric learning  Rademacher complexity  Symmetric matrices  Two dimensional learning  Upper bound  
Spatial Filtering in SSVEP-Based BCIs: Unified Framework and New Improvements Journal article
IEEE Transactions on Biomedical Engineering, 2020,Volume: 67,Issue: 11,Page: 3057-3072
Authors:  Wong,Chi Man;  Wang,Boyu;  Wang,Ze;  Lao,Ka Fai;  Rosa,Agostinho;  Wan,Feng
Favorite |  | TC[WOS]:35 TC[Scopus]:33 | Submit date:2021/03/11
Generalized Eigenvalue Problem  Spatial Filter  Ssvep-based Bci  Unified Framework  
Inter- A nd Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,Volume: 28,Issue: 10,Page: 2123-2135
Authors:  Wong,Chi Man;  Wang,Ze;  Wang,Boyu;  Lao,Ka Fai;  Rosa,Agostinho;  Xu,Peng;  Jung,Tzyy Ping;  Chen,C. L.Philip;  Wan,Feng
Favorite |  | TC[WOS]:16 TC[Scopus]:19 | Submit date:2021/03/11
Brain-computer Interface  Inter-subject  Intra-subject  Steady-state Visual Evoked Potential  Transfer Learning  
Learning across multi-stimulus enhances target recognition methods in SSVEP-based BCIs Journal article
Journal of Neural Engineering, 2020,Volume: 17,Issue: 1
Authors:  Wong,Chi Man;  Wan,Feng;  Wang,Boyu;  Wang,Ze;  Nan,Wenya;  Lao,Ka Fai;  Mak,Peng Un;  Vai,Mang I.;  Rosa,Agostinho
Favorite |  | TC[WOS]:35 TC[Scopus]:37 | Submit date:2021/03/11
brain-computer interface  canonical correlation analysis  learning across multi-stimulus  steady-state visual evoked potential  task-related component analysis  
Eyes-Closed Resting EEG Predicts the Learning of Alpha Down-Regulation in Neurofeedback Training Journal article
FRONTIERS IN PSYCHOLOGY, 2018,Volume: 9
Authors:  Nan, Wenya;  Wan, Feng;  Tang, Qi;  Wong, Chi Man;  Wang, Boyu;  Rosa, Agostinho
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Neurofeedback  Alpha  Down-regulation  Resting Baseline  Learning  
Comparison of different classification methods for EEG-based brain computer interfaces: A case study Conference paper
2009 IEEE International Conference on Information and Automation, ICIA 2009
Authors:  Wang,Boyu;  Wong,Chi Man;  Wan,Feng;  Mak,Peng Un;  Mak,Pui In;  Vai,Mang I.
Favorite |  | TC[WOS]:0 TC[Scopus]:22 | Submit date:2021/03/09
EEG signals classification for brain computer interfaces based on Gaussian process classifier Conference paper
ICICS 2009 - Conference Proceedings of the 7th International Conference on Information, Communications and Signal Processing
Authors:  Wang,Boyu;  Wan,Feng;  Mak,Peng Un;  Mak,Pui In;  Vai,Mang I.
Favorite |  | TC[WOS]:0 TC[Scopus]:10 | Submit date:2021/03/09
Brain computer interface (BCI)  Electroencephalogram (EEG)  Gaussian process classifier (GPC)