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Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020,Volume: 2020-October,Page: 2452-2457
Authors:  Jia,Xue;  Zhang,Tong;  Philip Chen,C. L.;  Liu,Zhulin;  Chen,Long;  Wen,Guihua;  Hu,Bin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
broad learning system (BLS)  EEG  emotion recognition  temporal convolutional broad learning system (TCBLS)  temporal convolutional network (TCN)  
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network Journal article
Computers in Biology and Medicine, 2020,Volume: 123
Authors:  Liu,Yu;  Ding,Yufeng;  Li,Chang;  Cheng,Juan;  Song,Rencheng;  Wan,Feng;  Chen,Xun
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/11
Capsule network  Deep learning  Electroencephalogram (EEG)  Emotion recognition  
EEG-based Emotion Recognition via Channel-wise Attention and Self Attention Journal article
IEEE Transactions on Affective Computing, 2020
Authors:  Tao,Wei;  Li,Chang;  Song,Rencheng;  Cheng,Juan;  Liu,Yu;  Wan,Feng;  Chen,Xun
Favorite |  | TC[WOS]:0 TC[Scopus]:12 | Submit date:2021/03/11
channel-wise attention  Convolution  Data mining  Databases  Electroencephalogram (EEG)  Electroencephalography  Emotion recognition  emotion recognition  Feature extraction  self-attention  Task analysis  
EEG-based Emotion Recognition under Convolutional Neural Network with Differential Entropy Feature Maps Conference paper
2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2019 - Proceedings
Authors:  Li,Yifan;  Wong,Chi Man;  Zheng,Yudian;  Wan,Feng;  Mak,Peng Un;  Pun,Sio Hang;  Vai,Mang I.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
convolutional neural network  differential entropy  electroencephalograph  Emotion recognition  feature map  
A Computation Resource Friendly Convolutional Neural Network Engine for EEG-based Emotion Recognition Conference paper
2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2019 - Proceedings
Authors:  Zhan,Yi;  Vai,Mang I.;  Barma,Shovan;  Pun,Sio Hang;  Li,Jia Wen;  Mak,Peng Un
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
CNN  deep learning  depth-wise convolution  EEG  emotion recognition  parallel convolution neural network  
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks and Broad Learning System Conference paper
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
Authors:  Wang,Xue Han;  Zhang,Tong;  Xu,Xiang Min;  Chen,Long;  Xing,Xiao Fen;  Chen,C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:13 | Submit date:2021/03/09
biological signals  broad dynamical graph learning system (BDGLS)  broad learning system (BLS)  Emotion recognition  graph convolutional neural networks (GCNN)  
Facial Expression Recognition via Broad Learning System Conference paper
Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
Authors:  Zhang,Tong;  Liu,Zhulin;  Wang,Xue Han;  Xing,Xiao Fen;  Chen,C. L.Philip;  Chen,Enhong
Favorite |  | TC[WOS]:3 TC[Scopus]:9 | Submit date:2021/03/09
broad learning system  emotion Recognition  Facial expression Recognition  feature learning  
Emotion Recognition and its Relation to Prefrontal Function and Network in Heroin Plus Nicotine Dependence: A Pilot and Translational Study Conference paper
BIOLOGICAL PSYCHIATRY, New York, NY, MAY 10-12, 2017
Authors:  Ieong, Hada Fong-ha;  Yuan, Zhen
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Opiate Addiction  Fnirs  Graph Theory  Resting-state Functional Connectivity  Tabaco  
Emotion recognition and its relation to prefrontal function and network in heroin plus nicotine dependence: a pilot study Journal article
NEUROPHOTONICS, 2018,Volume: 5,Issue: 2
Authors:  Hada Fong-ha Ieong;  Zhen Yuan
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2020/06/29
Opiate Addiction  Functional Near-infrared Spectroscopy  Graph Theory  Resting-state Functional Connectivity  Tobacco  Translational Medicine  
A novel ECG-based real-time detection method of negative emotions in wearable applications Conference paper
2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
Authors:  Cheng,Zi;  Shu,Lin;  Xie,Jinyan;  Chen,C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:14 | Submit date:2021/03/09
ECG  feature fusion  negative emotion detection  real-time  wearable applications