A Subject-Specific Attention Index Based on the Weighted Spectral Power

As an essential cognitive function, attention has been widely studied and various indices based on EEG have been proposed for its convenience and easy availability for real-time attention monitoring. Although existing indices based on spectral power of empirical frequency bands are able to describe...

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Veröffentlicht in:	IEEE transactions on neural systems and rehabilitation engineering 2024-01, Vol.32, p.1687-1702
Hauptverfasser:	Xu, Guiying, Wang, Zhenyu, Zhao, Xi, Li, Ruxue, Zhou, Ting, Xu, Tianheng, Hu, Honglin
Format:	Artikel
Sprache:	eng
Schlagworte:	Attention index Brain modeling Cognitive ability Correlation Datasets EEG Electroencephalography Empirical analysis Feature extraction Frequencies Indexes Power measurement Power spectral density Reliability spectral power Statistical analysis Statistical methods Variance
Online-Zugang:	Volltext
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