Hand Motor Imagery Classification Using Effective Connectivity and Hierarchical Machine Learning in EEG Signals

Background: Motor Imagery (MI) Brain Computer Interface (BCI) directly links central nervous system to a computer or a device. Most MI-BCI structures rely on features of a single channel of Electroencephalogram (EEG). However, to provide more valuable features, the relationships among EEG channels i...

Full beskrivning

Sparad:
Bibliografiska uppgifter
Huvudupphovsmän: Arash Maghsoudi, Ahmad Shalbaf
Materialtyp: Artigo
Språk:Inglês
Publicerad: Shiraz University of Medical Sciences 2022-04-01
Serie:Journal of Biomedical Physics and Engineering
Ämnen:
electroencephalography
motor imagery
effective connectivity
machine learning
brain-computer interfaces
Länkar:https://jbpe.sums.ac.ir/article_47115_e7d5ef843f28427c11d9d2a192083665.pdf
Taggar: Lägg till en tagg
Inga taggar, Lägg till första taggen!

Liknande verk