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Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022,Volume: 30,Page: 915-924
Authors:  Guo, Yao;  Jiang, Xinyu;  Tao, Linkai;  Meng, Long;  Dai, Chenyun;  Long, Xi;  Wan, Feng;  Zhang, Yuan;  Van Dijk, Johannes;  Aarts, Ronald M.;  Chen, Wei;  Chen, Chen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
aEEG  anomaly detection  EEG  Seizure detection system  supervised learning  unsupervised learning  
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2022
Authors:  Li, Qilin;  Zhang, Tong;  Chen, C. L.P.;  Yi, Ke;  Chen, Long
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Brain modeling  broad learning system  Convolution  Convolutional neural networks  Electroencephalography  Emotion recognition  Emotion recognition  Feature extraction  graph convolutional broad network  graph convolutional neural network  Learning systems  residual graph convolutional broad network.  
Abnormalities of Resting-State Electroencephalographic Microstate in Rapid Eye Movement Sleep Behavior Disorder Journal article
Frontiers in Human Neuroscience, 2021,Volume: 15
Authors:  Peng, Anjiao;  Wang, Ruien;  Huang, Jiamin;  Wu, Haiyan;  Chen, Lei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/11/30
Biomarker  Electroencephalogram  Microstate  Neurodegeneration Diseases  Rem Sleep Behavior Disorder  
Driving Fatigue Recognition with Functional Connectivity Based on Phase Synchronization Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2021,Volume: 13,Issue: 3,Page: 668-678
Authors:  Wang, Hongtao;  Liu, Xucheng;  Li, Junhua;  Xu, Tao;  Bezerianos, Anastasios;  Sun, Yu;  Wan, Feng
Favorite |  | TC[WOS]:11 TC[Scopus]:3 | Submit date:2021/12/08
Driving Fatigue  Electroencephalogram  Functional Connectivity  Graph Theory  
Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG Journal article
International Journal of Neural Systems, 2021,Volume: 31,Issue: 7
Authors:  Tao, Qin;  Si, Yajing;  Li, Fali;  Li, Peiyang;  Li, Yuqin;  Zhang, Shu;  Wan, Feng;  Yao, Dezhong;  Xu, Peng
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/12/08
Decision-feedback  Eeg  Gambling  Hidden Markov Model  Processing Stage  
Emotion specific network with multi-dimension features in emotion recognition Conference paper
CIVEMSA 2021 - IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Proceedings, Hong Kong, China, 18-20 June 2021
Authors:  Jia, Gufeng;  Liu, Xucheng;  Wang, Hongtao;  Hu, Yong;  Wan, Feng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Electroencephalogram  Emotion Recognition  Emotion Specific Network  Functional Network  Multi-dimension Features  
A preliminary study of classifying spoken vowels with EEG signals Conference paper
International IEEE/EMBS Conference on Neural Engineering, NER, Prague, ELECTR NETWORK, MAY 04-06, 2021
Authors:  Li, Mingtao;  Pun, Sio Hang;  Chen, Fei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/07
Toward practical driving fatigue detection using three frontal EEG channels: A proof-of-concept study Journal article
Physiological Measurement, 2021,Volume: 42,Issue: 4
Authors:  Liu, Xucheng;  Li, Gang;  Wang, Sujie;  Wan, Feng;  Sun, Yi;  Wang, Hongtao;  Bezerianos, Anastasios;  Li, Chuantao;  Sun, Yu
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/12/07
Driving Fatigue  Electroencephalogram (Eeg)  Feature Selection  Functional Connectivity  Non-hair-bearing (Nhb)  
Mandarin Tone Classification in Spoken Speech with EEG Signals Conference paper
European Signal Processing Conference
Authors:  Li, Mingtao;  Pun, Sio Hang;  Chen, Fei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Common spatial pattern (CSP)  Electroencephalogram (EEG)  Mandarin tones  Riemannian manifold  Spoken speech  
Working memory impairment in children orphaned by parental HIV/AIDS: An event-related potentials study Journal article
Psychology, Health and Medicine, 2021
Authors:  Zhao, Junfeng;  Ji, Lili;  Du, Shunshun;  Gu, Huang;  Zhao, Qi;  Chi, Peilian;  Li, Xiaoming
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
children orphaned by parental HIV/AIDS  China  event-related potentials  time-frequency analysis  Working memory