Modelling and recognition of movement related EEG signal

International Conference on Applied Electronics 2006, AE

Volumn , Issue , 2006, Pages 27-30

  Dolezal J ^a   Stastny J ^a   Sovka, P ^a  

^a CZECH TECHNICAL UNIVERSITY IN PRAGUE   (Czech Republic)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC EMISSIONS; ALARM SYSTEMS; DATABASE SYSTEMS; SIGNAL GENERATORS;

AR MODELS; AUTOCORRELATION METHODS; CLASSIFICATION RESULTS; EEG SIGNALS; FALSE ALARM RATES; INDEX FINGERS; SHORT SEGMENTS;

ELECTROENCEPHALOGRAPHY;

EID: 47949103430     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AE.2006.4382955     Document Type: Conference Paper

References (9)

1. Doležal J.,Št'astný J, Sovka P. Recognition Of Direction Of Finger Movement From EEG Signal Using Markov Models. In Proceedings of the 3rd European Medical & Biological Engineering Conference EMBEC'05. Prague, Czech Republic, volume 11 of IFMBE Proceedings, pages 336-341, 20-25.11.2005.
2. Stančák A. Jr.,: 'Event-related desynchronization of the mu rhythm in E/F finger movements', Clinical Neurophysiology at the Beginning of the 21st Century, Supplements to Clinical Neurophysiology, Vol. 53, 2000, p. 210-214.
3. C. Anderson, E. Stolz, and S. Shamsunder. Discriminating Mental Tasks Using EEG Represented by AR Models. In Proceedings of the 1995 IEEE Engineering in Medicine and Biology Annual Conference, Sept 20-23, 1995, Montreal, Canada, 1995.
4. S.J. Roberts and W.D. Penny. Real-Time Brain-Computer Interfacing: A Preliminary Study Using Bayesian Learning. Medical and Biological Engineering and Computing, 1999.
5. Doležal J. (2004): 'EEG classification system user's guide (in Czech), EEG classifier's installation CD, FEL CTU, 2004.]
6. Young J. S. (1993): 'HTK reference manual', Cambridge university engineering department, 1993
7. William N. Kuhlman, Functional topography of the human mu rhythm, Electroencephalography and Clinical Neurophysiology 44, 1978. pg. 83-93
8. P. Sovka, P. Pollák. Selected methods for Signal Processing (Vybrané metody číslicového zpracování signálů). CTU Publishing house, 2nd ed., 2003
9. Roman Čmejla. Criterions for AR model order selection, Acoustic Letters No.22, pg. 4-7, 2000.