Mu rhythm-based cursor control: An offline analysis

Clinical Neurophysiology

Volumn 115, Issue 4, 2004, Pages 745-751

  Cheng, Ming ^a   Jia, Wenyan ^a   Gao, Xiaorong ^a   Gao, Shangkai ^a   Yang, Fusheng ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Brain computer interface; Common spatial subspace decomposition; Electroencephalography; Mu rhythm; Rehabilitation; Sensorimotor cortex

Indexed keywords

ACCURACY; ALGORITHM; ARTICLE; CLASSIFICATION; COMPUTER INTERFACE; DATA BASE; ELECTROENCEPHALOGRAM; ELECTRONEUROLOGY; MU RHYTHM; PRIORITY JOURNAL; SIGNAL NOISE RATIO;

ALGORITHMS; ELECTROENCEPHALOGRAPHY; HUMANS; MODELS, NEUROLOGICAL; MOTOR CORTEX; SOMATOSENSORY CORTEX;

EID: 1442348171     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2003.11.038     Document Type: Article

References (13)

1. Clark D.C., Gonzalez R.C. Optimal solution of linear inequalities with applications to pattern recognition. IEEE Trans PAMI. 3:1981;643-655.
2. Guger C., Ramoser H., Pfurtscheller G. Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI). IEEE Trans Rehabil Eng. 8:2000;447-456.
3. Jung T.P., Makeig S., Humphries C., Lee T.W., McKeown M.J., Iragui V., Sejnowski T.J. Removing electroencephalographic artifacts by blind source separation. Psychophysiology. 37:2000;163-178.
4. Makeig S., Enghoff S., Jung T.-P., Sejnowski T.J. A natural basis for efficient brain-actuated control. IEEE Trans Rehabil Eng. 8:2000;208-211.
5. McFarland D.J., Lefkowicz A.T., Wolpaw J.R. Design and operation of an EEG-based brain-computer interface with digital signal processing technology. Behav Res Methods Instrum Comput. 29:1997;337-345.
6. McFarland D.J., McCane L.M., David S.V., Wolpaw J.R. Spatial filter selection for EEG-based communication. Electroenceph clin Neurophysiol. 103:1997;386-394.
7. Müller-Gerking J., Pfurtscheller G., Flyvbjerg H. Designing optimal spatial filters for single-trial EEG classification in a movement task. Clin Neurophysiol. 110:1999;787-798.
8. Ramoser H., Müller-Gerking J., Pfurtscheller G. Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans Rehabil Eng. 8:2000;441-446.
9. Sharbrough F., Chatrian G.E., Lesser R.P., Luders H., Nuwer M., Picton T.W. American Electroencephalographic Society guidelines for standard electrode position nomenclature. J Clin Neurophysiol. 8:1991;200-202.
10. Wang Y., Berg P., Scherg M. Common spatial subspace decomposition applied to analysis of brain responses under multiple task conditions: a simulation study. Clin Neurophysiol. 110:1999;604-614.
11. Wolpaw J.R., McFarland D.J. Multichannel EEG-based brain-computer communication. Electroenceph clin Neurophysiol. 90:1994;444-449.
12. Wolpaw J.R., McFarland D.J., Neat G.W., Forneris C.A. An EEG-based brain-computer interface for cursor control. Electroenceph clin Neurophysiol. 78:1991;252-259.
13. Wolpaw J.R., McFarland D.J., Vaughan T.M. Brain-computer interface research at the Wadsworth Center. IEEE Trans Rehab Eng. 8:2000;222-226.