Detection of Movement Related Cortical Potentials from EEG Using Constrained ICA for Brain-Computer Interface Applications

Detection of Movement Related Cortical Potentials from EEG Using Constrained ICA for Brain-Computer Interface Applications

The movement related cortical potential (MRCP), a slow cortical potential from the scalp electroencephalogram (EEG), has been used in real-time brain-computer-interface (BCI) systems designed for neurorehabilitation. Detecting MPCPs in real time with high accuracy and low latency is essential in the...

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Bibliographic Details
Main Authors: Fatemeh Karimi, Jonathan Kofman, Natalie Mrachacz-Kersting, Dario Farina, Ning Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-06-01
Series:Frontiers in Neuroscience
Subjects:
brain-computer interface (BCI)
movement related cortical potential (MRCP)
constrained independent component analysis (cICA)
electroencephalogram (EEG)
spatial filters
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2017.00356/full

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http://journal.frontiersin.org/article/10.3389/fnins.2017.00356/full

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