Classification of single MEG trials related to left and right index finger movements

Most non-invasive brain–computer interfaces (BCIs) classify EEG signals. Here, we measured brain activity with magnetoencephalography (MEG) with an aim to characterize and classify single MEG trials during finger movements. We also examined whether averaging consecutive trials, or averaging signals...

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Veröffentlicht in:	Clinical neurophysiology 2006-02, Vol.117 (2), p.430-439
Hauptverfasser:	Kauhanen, L., Nykopp, T., Sams, M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adult Behavioral psychophysiology Biological and medical sciences Brain Mapping Brain–computer interface Electrodiagnosis. Electric activity recording Electroencephalography Electrophysiology Evoked Potentials, Motor - physiology Female Fingers - physiology Fingers - radiation effects Functional Laterality - physiology Fundamental and applied biological sciences. Psychology Humans Investigative techniques, diagnostic techniques (general aspects) Magnetoencephalography Magnetoencephalography - classification Magnetoencephalography - methods Male Medical sciences Motor Cortex - physiology Movement - physiology Movement - radiation effects Nervous system Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Reaction Time - physiology Reaction Time - radiation effects Sensorimotor rhythmic activity Single trial classification Time Factors
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