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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:4/0
  |  
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:48/0
  |  
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:152/0
  |  
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:113/0
  |  
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)
EEG-based Emotion Recognition Using Multiple Kernel Learning
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484
作者:
Qian Cai
Adobe PDF(1939Kb)
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收藏
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浏览/下载:180/36
  |  
提交时间:2022/09/30
Emotion recognition
electroencephalography (EEG)
multiple kernel learning
machine learning
brain computer interface
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:203/0
  |  
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:178/0
  |  
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:172/0
  |  
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:179/0
  |  
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
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
作者:
Ce Zhang
;
Azim Eskandarian
Adobe PDF(42044Kb)
  |  
收藏
  |  
浏览/下载:189/55
  |  
提交时间:2021/06/11
Advanced driver assistance systems (ADAS)
data analysis
electroencephalography (EEG)
intelligent vehicles
machine learning algorithms
neural network