Classification of imagined motor tasks for BCI

2008 IEEE Region 5 Conference

Volumn , Issue , 2008, Pages

  Doynov, Plamen ^a   Sherwood, Jesse ^a   Derakhshani, Reza ^a  

^a UNIVERSITY OF MISSOURI KANSAS CITY   (United States)

Author keywords

Brain computer interface; Electro encephalography; Imagined motor movements; Signal processing

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA PROCESSING; DATA STORAGE EQUIPMENT; ELECTROENCEPHALOGRAPHY; INTERFACES (COMPUTER); STANDARDS;

A-PRIORI; APPLICATIONS.; BRAIN FUNCTIONS; BRAIN-COMPUTER INTERFACE; CONTINUOUS IMPROVEMENTS; DIRECT CONTROL; EEG SIGNALS; ELECTROENCEPHALOGRAPHY (EEG); EXTERNAL-; EXTRACTION TECHNIQUES; FEATURE EXTRACTION AND CLASSIFICATION; FRONT-END AMPLIFIERS; IMAGINED MOTOR MOVEMENTS; MENTAL TASKS; MOTOR TASKS; MULTICHANNEL EEG; NEUROPLASTICITY; NON-INVASIVE METHODS; SIGNAL PROCESSING;

FEATURE EXTRACTION;

EID: 51849095458     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TPSD.2008.4562761     Document Type: Conference Paper

References (13)

1. Karl, J.F. (2003), Characterizing Functional Asymmetries with Brain Mapping. The Asymmetrical Brain, edited by Keeneth Hugdahl and Richard J. Davidson. The MIT Press, 161-186.
2. Robert J.Z. (2003) Hemispheric Asymmetries in the Processing of Tonal Stimuli. The Asymmetrical Brain, edited by Keeneth Hugdahl and Richard J. Davidson. The MIT Press, 411-440.
3. Jean-Francois D., Guillanume T. 2002 Spatial and Temporal Dynamic of Phonological and Semantic Processes. The Languages of the Brain, edited by lbert M.G., Stephen M.K., Yves C., Harvard University Press, 69-79
4. Clifford D., John J., Charles E., Herbert G. (2003). Complexities of Interhemispheric Communication in Sensorimotor Tasks Revealed by High-Density Event Related Potential Mapping. The Asymmetrical Brain, edited by Kenneth Hugdahl and Richard J. Davidson. The MIT Press, 341-408.
5. Stephen M.K. (2002). Einstein's Mental Images: The Role of Visual, Spatial, and Motoric Representations. The Languages of the Brain, edited by Albert M.G., Stephen M.K., Yves C., Harvard University Press, 271-287
6. James A.C., John J.B. (2003). The state and Trait Nature of Frontal EEG Asymmetry in Emotion. The Asymmetrical Brain, edited by Keeneth Hugdahl and Richard J. Davidson. The MIT Press, 411-440.
7. Wolpaw J. R., Birbaumer N, McFarland D. J., Pfurtscheller G., and Vaughan T. M. (2002) "Brain-computer interfaces for communication and control Clinical Neurophysiology, 113, pp 767-791.
8. Anderson, C. W., and Kirby, M., (2003) "EEG Subspace Representations and Feature Selection for Brain-Computer Interfaces," IEEE Conference on Computer Vision and Pattern Recognition, vol. 5, no. 5, p. 51.
9. Jain, A.K., and Mao, J., (2000) "Statistical Pattern Recognition: A Review" IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 22, No. 1.
10. Sornmo, L., Laguna, P. (2005) Bioelectrical Signal Processing in Cardiac and Neurological Applications. Burlington, MA USA: Elsevier Academic Press, pp. 286-312
11. Alpaydin, E. (2004). Introduction to Machine Learning. Cambridge, MA USA: The MIT Press.
12. Sarkar, T. K., Su, C., Adve, R., Salazar-Palma, M., Garcia-Castillo, L., & Boix, R. R. (1998, October). A Tutorial on Wavelets from an Electrical Engineering Perspective, Part 1: Discrete Wavelet Techniques. IEEE Antennas and Propagation Magazine, Vol. 40, No. 5, p. 49-53.
13. Mathworks, Inc. (2007, September). The Mathworks, Inc. Online Documentation, 2007b. Retrieved 2006-2007, from Wavelet Toolbox Users Guide 4.1:http://www.mathworks.com/access/helpdesk/help/toolbox/wavelet/