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MLDA: Multi-Loss Domain Adaptor for Cross-Session and Cross-Emotion EEG-Based Individual Identification
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 12, 页码: 5767-5778
作者:
Miao, Yifan
;
Jiang, Wanqing
;
Su, Nuo
;
Shan, Jun
;
Jiang, Tianzi
;
Zuo, Nianming
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/26
Electroencephalography
Feature extraction
Task analysis
Support vector machines
Recording
Motion pictures
Brain modeling
EEG
biometric
across mental states
across time
deep learning
domain adaptation
Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 2, 页码: 1391-1403
作者:
Zhao, Yuxuan
;
Cao, Xinyan
;
Lin, Jinlong
;
Yu, Dunshan
;
Cao, Xixin
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2023/11/17
Physiology
Brain modeling
Feature extraction
Electroencephalography
Biological system modeling
Convolution
Reliability
Multimodal affective states recognition
convolutional neural network
decision fusion model
physiological signals
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 11, 页码: 5321-5331
作者:
Liu, Shuaiqi
;
Wang, Xu
;
Zhao, Ling
;
Li, Bing
;
Hu, Weiming
;
Yu, Jie
;
Zhang, Yu-Dong
收藏
  |  
浏览/下载:174/0
  |  
提交时间:2023/03/20
Electroencephalography
Feature extraction
Emotion recognition
Convolution
Brain modeling
Deep learning
Neural networks
3D convolution attention neural network
dual attention learning
EEG emotion recognition
spatio-temporal feature
Brain mechanisms underlying the influence of emotions on spatial decision-making: An EEG study
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 16
作者:
Zhao, Yanyan
;
Wang, Danli
;
Wang, Xinyuan
;
Chiu, Steve C. C.
收藏
  |  
浏览/下载:125/0
  |  
提交时间:2022/11/14
emotion
decision-making
spatial task
electroencephalography (EEG)
microstate analysis
effective connectivity analysis
graph theoretical analysis
event-related potentials (ERP)
Investigate the Neuro Mechanisms of Stereoscopic Visual Fatigue
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 2963-2973
作者:
Yue, Kang
;
Guo, Mei
;
Liu, Yue
;
Hu, Haochen
;
Lu, Kai
;
Chen, Shanshan
;
Wang, Danli
收藏
  |  
浏览/下载:211/0
  |  
提交时间:2022/07/25
Visualization
Electroencephalography
Fatigue
Stereo image processing
Shape
Task analysis
Electrodes
Depth perception
depth-related visual evoked potential
self-awareness
stereoscopic visual fatigue
virtual reality
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 页码: 10
作者:
Wang, Jiaxing
;
Shi, Lei
;
Wang, Weiqun
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:192/0
  |  
提交时间:2022/06/06
Electroencephalography
Decoding
Brain modeling
Computational modeling
Optimized production technology
Feature extraction
Data models
Channel selection
channel transformation
brain decoding
computational cost
classification accuracy
Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 496-508
作者:
Ma, Xuelin
;
Qiu, Shuang
;
He, Huiguang
收藏
  |  
浏览/下载:185/0
  |  
提交时间:2022/06/06
Attention mechanism
electroencephalography (EEG)
fine motor imagery
same limb
Improving Cross-State and Cross-Subject Visual ERP-Based BCI With Temporal Modeling and Adversarial Training
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 369-379
作者:
Ni, Ziyi
;
Xu, Jiaming
;
Wu, Yuwei
;
Li, Mengfan
;
Xu, Guizhi
;
Xu, Bo
收藏
  |  
浏览/下载:195/0
  |  
提交时间:2022/06/06
Brain modeling
Electroencephalography
Visualization
Training
Task analysis
Feature extraction
Adaptation models
Brain-computer interface
temporal modeling
adversarial training
cross-subject
cross-state
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain-Computer Interface and Audiovisual Feedback
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 4, 页码: 787-796
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Hou, Zeng-Guang
Adobe PDF(2031Kb)
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  |  
浏览/下载:276/61
  |  
提交时间:2021/03/02
Avatars
Electroencephalography
Training
Games
Real-time systems
Task analysis
Stroke (medical condition)
Attention enhancement
brain–
computer interface (BCI)
electroencephalogram (EEG)
neural rehabilitation
virtual reality
Investigate the 3D Visual Fatigue Using Modified Depth-Related Visual Evoked Potential Paradigm
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 12, 页码: 2794-2804
作者:
Yue, Kang
;
Wang, Danli
;
Chiu, Steve C.
;
Liu, Yue
收藏
  |  
浏览/下载:97/0
  |  
提交时间:2021/03/08
Fatigue
Three-dimensional displays
Visualization
Electroencephalography
Two dimensional displays
Time-domain analysis
Neural activity
EEG
visual fatigue
visual evoked potential
three-dimension