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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
Authors:
Chen, Chuangquan
;
Li, Zhencheng
;
Wan, Feng
;
Xu, Leicai
;
Bezerianos, Anastasios
;
Wang, Hongtao
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TC[WOS]:
0
TC[Scopus]:
0
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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
Species and individual differences and connectional asymmetry of Broca's area in humans and macaques
Journal article
NeuroImage, 2021,Volume: 244
Authors:
Xia, Xiaoluan
;
Gao, Fei
;
Yuan, Zhen
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2021/12/08
Comparative Anatomy
Homology
Language
Primates
Tractography
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
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TC[WOS]:
11
TC[Scopus]:
2
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Submit date:2021/12/08
Driving Fatigue
Electroencephalogram
Functional Connectivity
Graph Theory
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
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2021/12/08
Electroencephalogram
Emotion Recognition
Emotion Specific Network
Functional Network
Multi-dimension Features
Temporal flexibility of spatial and frequency embedded network predicts individual learning ability variation in neurofeedback training
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:
Liu, Shun
;
Wong, Chi Man
;
Xu, Peng
;
Hu, Yong
;
Wan, Feng
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2021/12/08
Learning Ability
Multi-layer Network
Neurofeedback
Prediction
Decreased interhemispheric resting-state functional connectivity in male adolescents with conduct disorder
Journal article
Brain Imaging and Behavior, 2021,Volume: 15,Issue: 3,Page: 1201-1210
Authors:
Lu,Fengmei
;
Wang,Mengyun
;
Xu,Shiyang
;
Chen,Heng
;
Yuan,Zhen
;
Luo,Lizhu
;
Wang,Xiuli
;
Zhang,Jiang
;
Dai,Jing
;
Wang,Xiaoping
;
Chen,Huafu
;
Zhou,Jiansong
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TC[WOS]:
8
TC[Scopus]:
7
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Submit date:2021/03/04
Conduct Disorder
Interhemispheric Coordination
Resting-state Functional Magnetic Resonance Imaging
Voxel-mirrored Homotopic Connectivity
Resting state differences between successful and unsuccessful restrained eaters
Journal article
Brain Imaging and Behavior, 2021,Volume: 15,Issue: 2,Page: 906-916
Authors:
Zhang, Yixiao
;
Wang, Shaorui
;
Wei, Luqing
;
Jackson, Todd
;
Gao, Xiao
;
Xiao, Mingyue
;
Gong, Gaolang
;
Chen, Hong
Favorite
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TC[WOS]:
1
TC[Scopus]:
0
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Submit date:2021/12/07
Cognitive Control
Conflict Monitoring
Functional Connectivity
Resting State Fmri
Restrained Eating
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
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TC[WOS]:
2
TC[Scopus]:
4
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Submit date:2021/12/07
Driving Fatigue
Electroencephalogram (Eeg)
Feature Selection
Functional Connectivity
Non-hair-bearing (Nhb)
EEG Decoding of Dynamic Facial Expressions of Emotion: Evidence from SSVEP and Causal Cortical Network Dynamics
Journal article
Neuroscience, 2021,Volume: 459,Page: 50-58
Authors:
Wang,Meng Yun
;
Yuan,Zhen
Favorite
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TC[WOS]:
1
TC[Scopus]:
1
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Submit date:2021/03/04
Dynamic Facial Expression
Granger Causality
Ssvep
Effects of TIP treatment on brain network topology of frontolimbic circuit in first-episode, treatment-naïve major depressive disorder
Journal article
Journal of Affective Disorders, 2021,Volume: 279,Page: 122-130
Authors:
Lv,Xueyu
;
Lu,Fengmei
;
Zhang,Jinhua
;
Chen,Heng
;
Zhang,Liang
;
Wang,Xiaoling
;
Fan,Yangyang
;
Fang,Jiliang
;
Hong,Lan
;
Wang,Jian
;
Liu,Chunhong
;
Yuan,Zhen
;
He,Zongling
;
Wang,Weidong
Favorite
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2021/03/04
Graph Theoretical Analysis
Low Resistance Thought Induction Psychotherapy
Major Depressive Disorder
Resting-state Functional Magnetic Resonance Image