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Prediction of rTMS Efficacy in Patients With Essential Tremor: Biomarkers From Individual Resting-State EEG Network Journal article
He, Runyang, Shi, Xue, Jiang, Lin, Zhu, Yan, Pei, Zian, Zhu, Lin, Su, Xiaolin, Yao, Dezhong, Xu, Peng, Guo, Yi, Li, Fali. Prediction of rTMS Efficacy in Patients With Essential Tremor: Biomarkers From Individual Resting-State EEG Network[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, 3719-3728.
Authors:  He, Runyang;  Shi, Xue;  Jiang, Lin;  Zhu, Yan;  Pei, Zian; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.8/5.4 | Submit date：2024/11/05
Essential Tremor  Multivariable Linear Predicting Model  Neuromodulation  Repetitive Transcranial Magnetic Stimulation  Resting-state Network  
A Least-Square Unified Framework for Spatial Filtering in SSVEP-Based BCIs Journal article
Wang, Ze, Shen, Lu, Yang, Yi, Ma, Yueqi, Man Wong, Chi, Liu, Zige, Lin, Cuiyun, Tin Hon, Chi, Qian, Tao, Wan, Feng. A Least-Square Unified Framework for Spatial Filtering in SSVEP-Based BCIs[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, 2470-2481.
Authors:  Wang, Ze;  Shen, Lu;  Yang, Yi;  Ma, Yueqi;  Man Wong, Chi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.8/5.4 | Submit date：2024/08/05
Least Square  Spatial Filter  Steady-state Visual Evoked Potential  Unified Framework  
Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition Journal article
Pang, Miaoqi, Wang, Hongtao, Huang, Jiayang, Vong, Chi Man, Zeng, Zhiqiang, Chen, Chuangquan. Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition[J]. IEEE Transactions on Neural Systems and Rehabilitation EngineeringAIEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 32, 1637-1646.
Authors:  Pang, Miaoqi;  Wang, Hongtao;  Huang, Jiayang;  Vong, Chi Man;  Zeng, Zhiqiang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.8/5.4 | Submit date：2024/05/16
Cross-session  Eeg-based Emotion Recognition  Self-supervised Learning  Transformer  
Neurovascular Coupling Analysis Based on Multivariate Variational Gaussian Process Convergent Cross-Mapping Journal article
Zhu, Renfei, She, Qingshan, Li, Rihui, Tan, Tongcai, Zhang, Yingchun. Neurovascular Coupling Analysis Based on Multivariate Variational Gaussian Process Convergent Cross-Mapping[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, 1873-1883.
Authors:  Zhu, Renfei;  She, Qingshan;  Li, Rihui;  Tan, Tongcai;  Zhang, Yingchun
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.8/5.4 | Submit date：2024/06/05
Convergent Cross-mapping  Electroencephalography (Eeg)  Functional Near-infrared Spectroscopy (Fnirs)  Multi-output Gaussian Process  Neurovascular Coupling (Nvc)  Working Memory  
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]:1 TC[Scopus]:2  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]:4 TC[Scopus]:4  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]:3 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  
ST-CapsNet: Linking Spatial and Temporal Attention With Capsule Network for P300 Detection Improvement Journal article
Zehui Wang, Chuangquan Chen, Junhua Li, Feng Wan, Yu Sun, Hongtao Wang. ST-CapsNet: Linking Spatial and Temporal Attention With Capsule Network for P300 Detection Improvement[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 31, 991-1000.
Authors:  Zehui Wang;  Chuangquan Chen;  Junhua Li;  Feng Wan;  Yu Sun; et al.
Favorite | TC[WOS]:21 TC[Scopus]:25  IF:4.8/5.4 | Submit date：2023/08/03
Attention  Brain-computer Interfaces (Bcis)  Capsule Network  P300  
Differentiating Between Alzheimer's Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network Journal article
Si, Yajing, He, Runyang, Jiang, Lin, Yao, Dezhong, Zhang, Hongxing, Xu, Peng, Ma, Xuntai, Yu, Liang, Li, Fali. Differentiating Between Alzheimer's Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 31, 4521-4527.
Authors:  Si, Yajing;  He, Runyang;  Jiang, Lin;  Yao, Dezhong;  Zhang, Hongxing; et al.
Favorite | TC[WOS]:5 TC[Scopus]:8  IF:4.8/5.4 | Submit date：2024/02/22
Alzheimer's Disease  Classification  Frontotemporal Dementia  Resting-state Multilayer Network  
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]:4 TC[Scopus]:4  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