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Novel use of Empirical Mode Decomposition in single-trial classification of motor imagery for use in brain-computer interfaces.
Simon R. H. Davies
Christopher J. James
Published in:
EMBC (2013)
Keyphrases
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brain computer interface
single trial
motor imagery
eeg signals
empirical mode decomposition
eeg data
healthy subjects
signal processing
event related
brain activity
non stationary
classification accuracy
spinal cord injury
feature extraction
independent component analysis