Complex-valued spatial filters for task discrimination

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 4707-4710

  Falzon, Owen ^a   Camilleri, Kenneth P ^a   Muscat, Joseph ^a  

^a UNIVERSITY OF MALTA   (Malta)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTIC REPRESENTATION; COMMON SPATIAL PATTERNS; MENTAL TASKS; PHASE RELATIONSHIPS; SIMULATED DATA; SPATIAL FILTERS; SPATIAL PATTERNS;

ALGORITHM; ARTICLE; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; EVOKED MUSCLE RESPONSE; HUMAN; IMAGINATION; METHODOLOGY; MOTOR CORTEX; MOVEMENT (PHYSIOLOGY); PHYSIOLOGY; SIGNAL PROCESSING; TASK PERFORMANCE;

ALGORITHMS; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, MOTOR; HUMANS; IMAGINATION; MOTOR CORTEX; MOVEMENT; SIGNAL PROCESSING, COMPUTER-ASSISTED; TASK PERFORMANCE AND ANALYSIS;

EID: 78650838414     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626381     Document Type: Conference Paper

References (8)

1. J. Müller-Gerking, G. Pfurtscheller, and H. Flyvbjerg, "Designing optimal spatial filters for single-trial EEG classification in a movement task," Clinical Neurophysiology, vol. 110, no. 5, pp. 787-798, 1999.
2. H. Ramoser, J. Müller-Gerking, and G. Pfurtscheller, "Optimal spatial filtering of single trial EEG during imagined hand movement," IEEE Trans. Rehab. Eng., vol. 8, no. 4, pp. 441-446, 2000.
3. G. Dornhege, B. Blankertz, G. Curio, and K.-R. Müller, "Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms," IEEE Trans. Biomed. Eng., vol. 51, pp. 993-1002, June 2004.
4. S. Lemm, B. Blankertz, G. Curio, and K.-R. Müller, "Spatio-spectral filters for improved classification of single trial EEG," IEEE Trans. Biomed. Eng., vol. 52, pp. 1541-1548, 2005.
5. B. Blankertz, R. Tomioka, S. Lemm, M. Kawanabe, and K. R. Muller, "Optimizing spatial filters for robust EEG single-trial analysis," IEEE Signal Processing Mag., vol. 25, no. 1, pp. 41-56, 2008.
6. L. Cohen, Time-Frequency Analysis. Prentice Hall, 1995.
7. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge University Press, 1990.
8. G. Pfurtscheller and A. Schlögl, "BCI Competition III, Data set IIIa." Data set provided by the Laboratory of Brain-Computer Interfaces, Graz University of Technology. http://www.bbci.de/competition/iii/desc IIIa.html. [Last accessed: April 19, 2010].