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ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface Journal article
Tao, Wei, Wang, Ze, Wong, Chi Man, Jia, Ziyu, Li, Chang, Chen, Xun, Chen, C. L.Philip, Wan, Feng. ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 32, 154-165.
Authors:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.8/5.4 | Submit date：2024/02/22
Brain-computer Interface (Bci)  Convolutional Neural Networks (Cnns)  Motor Imagery (Mi)  Self-attention Mechanism  
Combining self-organizing mapping and supervised affinity propagation clustering approach to investigate functional brain networks involved in motor imagery and execution with fMRI measurements Journal article
Zhang J., Liu Q., Chen H., Yuan Z., Huang J., Deng L., Lu F., Zhang J., Wang Y., Wang M., Chen L.. Combining self-organizing mapping and supervised affinity propagation clustering approach to investigate functional brain networks involved in motor imagery and execution with fMRI measurements[J]. Frontiers in Human Neuroscience, 2015, 9(JULY).
Authors:  Zhang J.;  Liu Q.;  Chen H.;  Yuan Z.;  Huang J.; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2018/12/17
Affinity Propagation Clustering  Functional Magnetic Resonance Imaging  Motor Execution  Motor Imagery  Self-organizing Mapping  
Quantification of the power changes in BOLD signals using welch spectrum method during different single-hand motor imageries Journal article
Zhang J., Yuan Z., Huang J., Yang Q., Chen H.. Quantification of the power changes in BOLD signals using welch spectrum method during different single-hand motor imageries[J]. Magnetic Resonance Imaging, 2014, 32(10), 1307-1313.
Authors:  Zhang J.;  Yuan Z.;  Huang J.;  Yang Q.;  Chen H.
Favorite | TC[WOS]:5 TC[Scopus]:5 | Submit date：2018/12/17
Cerebral Cortical Asymmetry  Functional Magnetic Resonance  Imaging (Fmri)  Motor Imagery  Welch Power Spectrum  
Classification of imagery movement tasks for brain-computer interfaces using regression tree Conference paper
Wong C., Wan F.. Classification of imagery movement tasks for brain-computer interfaces using regression tree[C], 2009, 461-468.
Authors:  Wong C.;  Wan F.
Favorite |  | Submit date：2018/12/24
Brain-computer Interface (Bci)  Decision Tree  Event-related Desynchronization (Erd)  Motor Imagery