Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining

In electroencephalography (EEG)-based affective brain-computer interfaces (aBCIs), there is a consensus that EEG features extracted from different frequency bands and channels have different abilities in emotion expression. Besides, EEG is so weak and non-stationary that easily causes distribution d...

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Veröffentlicht in:IEEE transactions on instrumentation and measurement 2021, Vol.70, p.1-11
Hauptverfasser: Peng, Yong, Kong, Wanzeng, Qin, Feiwei, Nie, Feiping, Fang, Jinglong, Lu, Bao-Liang, Cichocki, Andrzej
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Sprache:eng
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