Eye State Detection Using Frequency Features from 1 or 2-Channel EEG

Brain–computer interfaces (BCIs) establish a direct communication channel between the human brain and external devices. Among various methods, electroencephalography (EEG) stands out as the most popular choice for BCI design due to its non-invasiveness, ease of use, and cost-effectiveness. This pape...

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Veröffentlicht in:	International journal of neural systems 2023-12, Vol.33 (12)
Hauptverfasser:	Laport, Francisco, Dapena, Adriana, Castro, Paula M., Iglesias, Daniel I., Vazquez-Araujo, Francisco J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Channels Cost effectiveness Decision trees Discriminant analysis Electroencephalography Feature extraction Fourier transforms Hardware Human-computer interface Robustness Support vector machines
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