研究论文
EEG emotion recognition based on enhanced SPD matrix and manifold dimensionality reduction
Yunyuan Gao, Xinyu Sun, Ming Meng, Yingchun Zhang
Hangzhou Dianzi University University of Houston
来源Computers in Biology and Medicine
年份2022
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学术脉络
学科主题
生物医学EEG and Brain-Computer Interfaces
Emotion and Mood Recognition · Gaze Tracking and Assistive Technology
参考文献 63
A Riemannian Framework for Tensor Computing
被引 1,570Xavier Pennec, Pierre Fillard, Nicholas Ayache · International Journal of Computer Vision · 2005
Trace optimization and eigenproblems in dimension reduction methods
被引 189Effrosyni Kokiopoulou, Jie Chen, Yousef Saad · Numerical Linear Algebra with Applications · 2010
DEAP: A Database for Emotion Analysis ;Using Physiological Signals
被引 4,995Sander Koelstra, Christian Mühl, Mohammad Soleymani · IEEE Transactions on Affective Computing · 2011
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引用本文 45
Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review
被引 139Priyadarsini Samal, Mohammad Farukh Hashmi · Artificial Intelligence Review · 2024
EEG emotion recognition using improved graph neural network with channel selection
被引 118Xuefen Lin, Jielin Chen, Weifeng Ma · Computer Methods and Programs in Biomedicine · 2023
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition
被引 115Yi Wei, Yü Liu, Chang Li · Computers in Biology and Medicine · 2022
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