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Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition Journal article
IEEE Transactions on Instrumentation and Measurement, 2022,Volume: 71
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Wan, Feng;  Xu, Leicai;  Bezerianos, Anastasios;  Wang, Hongtao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Approximate Empirical Kernel Map  Brain Connectivity Features  Cross-subject Emotion Recognition  Electroencephalography  Emotion Recognition  Feature Extraction  Frequency Domain Features  Frequency-domain Analysis  Fused Features  Kernel  Motion Pictures  Support Vector Machines  
Machine learning applications on neuroimaging for diagnosis and prognosis of epilepsy: A review Journal article
Journal of Neuroscience Methods, 2022,Volume: 368
Authors:  Yuan, Jie;  Ran, Xuming;  Liu, Keyin;  Yao, Chen;  Yao, Yi;  Wu, Haiyan;  Liu, Quanying
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2022/03/04
Diagnosis And Prognosis Of Epilepsy  Lateralization  Localization  Machine Learning  Neuroimaging  
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  
Single-channel Selection for EEG-based Emotion Recognition Using Brain Rhythm Sequencing Journal article
IEEE Journal of Biomedical and Health Informatics, 2022
Authors:  Li, Jia Wen;  Barma, Shovan;  Mak, Peng Un;  Chen, Fei;  Li, Cheng;  Li, Ming Tao;  Vai, Mang I.;  Sio-hang, Pun
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Bioinformatics  Brain Rhythm Sequencing (Brs)  Channel Estimation  Electroencephalography  Electroencephalography (Eeg)  Electronic Mail  Emotion Recognition  Emotion Recognition  Feature Extraction  Rhythm  Sequence Classification  Single-channel Selection  
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.  
Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2022
Authors:  Li, Jia Wen;  Barma, Shovan;  Pun, Sio Hang;  Vai, Mang I.;  Mak, Peng Un
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
brain rhythm sequencing (BRS)  Electroencephalography  Electroencephalography (EEG)  Emotion recognition  emotion recognition.  Feature extraction  multi-channel rhythmic features (MCRFs)  reassigned smoothed pseudo Wigner-Ville distribution (RSPWVD)  Rhythm  Smoothing methods  Time-frequency analysis  Very large scale integration  
A novel convolutional neural network model to remove muscle artifacts from eeg Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, ELECTR NETWORK, JUN 06-11, 2021
Authors:  Zhang, Haoming;  Wei, Chen;  Zhao, Mingqi;  Liu, Quanying;  Wu, Haiyan
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date:2021/11/30
Convolutional Neural Network  Eeg Denoising  Electroencephalography  Muscle Artifact Removal  
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  
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]:9 | 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  
Alpha neural oscillation of females in the luteal phase is sensitive to high risk during sequential risk decisions Journal article
Behavioural Brain Research, 2021,Volume: 413
Authors:  Xie, Jiajia;  Lu, Yang;  Li, Jianhua;  Zhang, Weidong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08
Low Alpha Power  Menstrual Cycle  N1  Risk-taking  The Late Follicular Phase  The Midluteal Phase