Automatic channel selection using multiobjective X-shaped binary butterfly algorithm for motor imagery classification

•A Multi-objective X-shaped Butterfly algorithm is proposed for channel selection.•Our method mimics food foraging behaviour of butterflies in channel selection.•Two Sigmoid transfer functions are used to enhance the solution diversity.•Three public BCI competition datasets are used for validation.•...

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Vydané v:	Expert systems with applications Ročník 206; s. 117757
Hlavní autori:	Tiwari, Anurag, Chaturvedi, Amrita
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 15.11.2022
Predmet:	Brain-computer interface Motor imagery Multivariate empirical mode decomposition Support vector machine Topographical mapping Brain-computer interface Motor imagery Topographical mapping Support vector machine Multivariate empirical mode decomposition
ISSN:	0957-4174, 1873-6793
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