Classification of Movement Intention Using Independent Components of Premovement EEG

Classification of Movement Intention Using Independent Components of Premovement EEG

Many previous studies on brain-machine interfaces (BMIs) have focused on electroencephalography (EEG) signals elicited during motor-command execution to generate device commands. However, exploiting pre-execution brain activity related to movement intention could improve the practical applicability...

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Bibliographic Details
Main Authors: Hyeonseok Kim, Natsue Yoshimura, Yasuharu Koike
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-02-01
Series:Frontiers in Human Neuroscience
Subjects:
brain-machine interface (BMI)
electroencephalography (EEG)
independent component analysis
classification
premovement
Online Access:https://www.frontiersin.org/article/10.3389/fnhum.2019.00063/full

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https://www.frontiersin.org/article/10.3389/fnhum.2019.00063/full

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