Stability of mental motor-imagery classification in EEG depends on the choice of classifier model and experiment design, but not on signal preprocessing

INTRODUCTION: Modern consciousness research has developed diagnostic tests to improve the diagnostic accuracy of different states of consciousness via electroencephalography (EEG)-based mental motor imagery (MI), which is still challenging and lacks a consensus on how to best analyse MI EEG-data. An...

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Detalles Bibliográficos
Autores principales: Rosenfelder, Martin Justinus, Spiliopoulou, Myra, Hoppenstedt, Burkhard, Pryss, Rüdiger, Fissler, Patrick, della Piedra Walter, Mario, Kolassa, Iris-Tatjana, Bender, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169631/
https://www.ncbi.nlm.nih.gov/pubmed/37180880
http://dx.doi.org/10.3389/fncom.2023.1142948

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169631/
https://www.ncbi.nlm.nih.gov/pubmed/37180880
http://dx.doi.org/10.3389/fncom.2023.1142948

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