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Subject-specific CNN model with parameter-based transfer learning for SSVEP detection Journal article
Ji, Zhouyu, Xu, Tao, Chen, Chuangquan, Yin, Haojun, Wan, Feng, Wang, Hongtao. Subject-specific CNN model with parameter-based transfer learning for SSVEP detection[J]. Biomedical Signal Processing and Control, 2025, 103, 107404.
Authors:  Ji, Zhouyu;  Xu, Tao;  Chen, Chuangquan;  Yin, Haojun;  Wan, Feng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.9/4.9 | Submit date：2025/01/22
Brain–computer Interface  Deep Learning  Electroencephalogram (Eeg)  Transfer Learning  Steady-state Visual Evoked Potential (Ssvep)  
A super-resolution framework for emotion recognition based on EEG signals Journal article
Li, Guofa, Yuan, Yufei, Li, Chuzhao, Li, Qingkun, Li, Wenbo, Li, Zhenning, Green, Paul. A super-resolution framework for emotion recognition based on EEG signals[J]. IEEE Sensors Journal, 2024, 24(23), 40137-40147.
Authors:  Li, Guofa;  Yuan, Yufei;  Li, Chuzhao;  Li, Qingkun;  Li, Wenbo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.3/4.2 | Submit date：2024/12/05
Brain-computer Interface  Electroencephalogram (Eeg)  Emotion Recognition  Super-resolution  
Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition Journal article
Yang, Yi, Wang, Ze, Tao, Wei, Liu, Xucheng, Jia, Ziyu, Wang, Boyu, Wan, Feng. Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition[J]. IEEE Transactions on Affective Computing, 2024, 15(4), 2012-2024.
Authors:  Yang, Yi;  Wang, Ze;  Tao, Wei;  Liu, Xucheng;  Jia, Ziyu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:6  IF:9.6/11.0 | Submit date：2024/05/16
Brain-computer Interface  Eeg-based Emotion Recognition  Domain Adaptation  
Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition Journal article
Li, Cunbo, Li, Peiyang, Chen, Zhaojin, Yang, Lei, Li, Fali, Wan, Feng, Cao, Zehong, Yao, Dezhong, Lu, Bao Liang, Xu, Peng. Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024.
Authors:  Li, Cunbo;  Li, Peiyang;  Chen, Zhaojin;  Yang, Lei;  Li, Fali; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2024/10/10
Affective Brain-computer Interface (Abci) System  Cognition-inspired Learning  Electroencephalogram (Eeg) Brain Networks  Emotion Recognition  Geometry Manifold  Graph Embedding  L1-norm Space  
Event-Triggered Disturbance Rejection Control for Brain-Actuated Mobile Robot: An SSA-Optimized Sliding Mode Approach Journal article
Zhu, Ziming, Song, Jun, He, Shuping, Liu, Jason J.R., Lam, Hak Keung. Event-Triggered Disturbance Rejection Control for Brain-Actuated Mobile Robot: An SSA-Optimized Sliding Mode Approach[J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024.
Authors:  Zhu, Ziming;  Song, Jun;  He, Shuping;  Liu, Jason J.R.;  Lam, Hak Keung
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:6.1/6.2 | Submit date：2024/08/27
Brain-computer Interface (Bci)  Disturbance Observer  Event-triggering Protocol  Sliding Mode Control (Smc)  Sparrow Search Algorithm (Ssa)  
Evaluation of an online SSVEP-BCI with fast system setup Journal article
Li, Xiaodong, Wang, Junlin, Cao, Xiang, Huang, Yong, Huang, Wei, Wan, Feng, Kai-Tsun To, Michael, Xie, Sheng Quan. Evaluation of an online SSVEP-BCI with fast system setup[J]. Journal of Neurorestoratology, 2024, 12(2), 100122.
Authors:  Li, Xiaodong;  Wang, Junlin;  Cao, Xiang;  Huang, Yong;  Huang, Wei; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.1/2.7 | Submit date：2024/05/16
Brain–computer Interface  Steady-state Visual Evoked Potential  System Setup  Online Adaptive Canonical Correlation Analysis  
A Cascade xDAWN EEGNet Structure for Unified Visual-evoked Related Potential Detection Journal article
Wang, Hongtao, Wang, Zehui, Sun, Yu, Yuan, Zhen, Xu, Tao, Li, Junhua. A Cascade xDAWN EEGNet Structure for Unified Visual-evoked Related Potential Detection[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, 2270-2280.
Authors:  Wang, Hongtao;  Wang, Zehui;  Sun, Yu;  Yuan, Zhen;  Xu, Tao; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.8/5.4 | Submit date：2024/07/04
Brain-computer Interface (Bci)  Eegnet  Electroencephalography  Filtering  P300  Rapid Serial Visual Presentation (Rsvp)  Signal To Noise Ratio  Spatial Filters  Symbols  Task Analysis  Visualization  Xdawn  
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]:13 TC[Scopus]:11  IF:4.8/5.4 | Submit date：2024/02/22
Brain-computer Interface (Bci)  Convolutional Neural Networks (Cnns)  Motor Imagery (Mi)  Self-attention Mechanism  
Enhancing Detection of Multi-Frequency-Modulated SSVEP Using Phase Difference Constrained Canonical Correlation Analysis Journal article
Wong,Chi Man, Wang,Ze, Wang,Boyu, Rosa,Agostinho, Jung,Tzyy Ping, Wan,Feng. Enhancing Detection of Multi-Frequency-Modulated SSVEP Using Phase Difference Constrained Canonical Correlation Analysis[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 31, 1343-1352.
Authors:  Wong,Chi Man;  Wang,Ze;  Wang,Boyu;  Rosa,Agostinho;  Jung,Tzyy Ping; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.8/5.4 | Submit date：2023/08/03
Brain-computer Interface  Multi-frequency-modulated Visual Stimulation  Phase Difference Constrained Canonical Correlation Analysis  Steady-state Visual Evoked Potential  
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition with Less Calibration Journal article
Wang,Ze, Wong,Chi Man, Wang,Boyu, Feng,Zhao, Cong,Fengyu, Wan,Feng. Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition with Less Calibration[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023.
Authors:  Wang,Ze;  Wong,Chi Man;  Wang,Boyu;  Feng,Zhao;  Cong,Fengyu; et al.
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:4.8/5.4 | Submit date：2023/08/03
Artificial Neural Network  Attention Layer  Brain Modeling  Brain-computer Interface  Calibration  Correlation  Electroencephalography  Steady-state Visual Evoked Potential  Target Recognition  Task Analysis  Visualization