A Fast, Efficient Domain Adaptation Technique for Cross-Domain Electroencephalography(EEG)-Based Emotion Recognition

A Fast, Efficient Domain Adaptation Technique for Cross-Domain Electroencephalography(EEG)-Based Emotion Recognition

Electroencephalography (EEG)-based emotion recognition is an important element in psychiatric health diagnosis for patients. However, the underlying EEG sensor signals are always non-stationary if they are sampled from different experimental sessions or subjects. This results in the deterioration of...

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Bibliographic Details
Main Authors: Xin Chai, Qisong Wang, Yongping Zhao, Yongqiang Li, Dan Liu, Xin Liu, Ou Bai
Format: Article
Language:English
Published: MDPI AG 2017-05-01
Series:Sensors
Subjects:
Electroencephalography (EEG)
emotion recognition
domain adaptation
Online Access:http://www.mdpi.com/1424-8220/17/5/1014

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http://www.mdpi.com/1424-8220/17/5/1014

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