Single-Trial EEG Classification via Common Spatial Patterns with Mixed Lp- and Lq-Norms

As a multichannel spatial filtering technique, common spatial patterns (CSP) have been successfully applied in brain-computer interfaces (BCI) community based on electroencephalogram (EEG). However, it is sensitive to outliers because of the employment of the L2-norm in its formulation. It is benefi...

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Veröffentlicht in:	Mathematical problems in engineering 2021-06, Vol.2021, p.1-13
Hauptverfasser:	Cai, Qian, Gong, Weiqiang, Deng, Yue, Wang, Haixian
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Discriminant analysis Electroencephalography Human-computer interface Iterative algorithms Iterative methods Machine learning Mathematical problems Norms Optimization Outliers (statistics) Robustness Spatial filtering
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