Extraction of event-related potentials from EEG signals using ICA with reference

Proceedings of the International Joint Conference on Neural Networks

Volumn 4, Issue , 2005, Pages 2526-2531

  Joshua, Lau Kah Liong ^a   Rajapakse, Jagath C ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; INDEPENDENT COMPONENT ANALYSIS;

EVENT-RELATED POTENTIALS; PICTURE MATCHING;

ELECTROENCEPHALOGRAPHY;

EID: 33750099470     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556300     Document Type: Conference Paper

References (16)

1. J. Campellone, "EEG", http://www.nlm.nih.gov/mcdlineplus/ency/ article/003931.htm. Medline Plus Medical Encyclopaedia, 2004.
2. S. L. Bressler, "Event Related Potentials", In: The Handbook of Brain Theory and Neural Networks, M.A. Arbib (Ed.), MIT Press, Cambridge MA, pp. 412-415, 2002.
3. M.R. Saatchi, C. Gibson, J.W.K. Rowe, E.M. Allen, "Adaptive Multiresolution Analysis Based Evoked Potential Filtering", IEE Proc. Sci. Meas. Technol., Vol. 144, Issue 4:149-155, Jul 1997.
4. E.R. Ferrara, B. Widrow, "The Time-Sequenced Adaptive Filter", IEEE Trans on Acoustics, Speech, and Signal Processing, 29(3): 679-655, 1981.
5. J. Zhang, C. Zheng, "Extracting Evoked Potentials with the Singularity Detection Technique", IEEE Engineering in Medicine & Biology Magazine, 16(5): 155-161, Sept-Oct, 1997.
6. A. Hyvrinen, "Fast and robust fixed-point algorithms for independent component analysis", IEEE Trans. Neural Networks, 10 (3): 626-634, 1999.
7. S. Hillyard, "Event Related Potentials: ERPS as tools in the study of cognitive functions," http://www.psych.uiuc.edu/~edonchin /Carmel2000/Hillyard.pdf, CARMEL 2000: Neuroinformatics and electrophysiological neuroimaging, UC San Diego.
8. M. G. H. Coles, M. D. Riggs, "Event-Related Brain Potentials: An Introduction", In: Electrophysiology of Mind: Event-Related Brain Potentials and Cognition. New York: Oxford Press, 1995.
9. J. Britton, B. W. Jervis, R. A. Grunewald, "Extracting Single Trial Event Related Potentials", IEE Proceedings - Science, Measurement and Technology, Vol. 147, No. 6: 382-388, November, 2000.
10. J. Lehtonen, "EEG-based Brain Computer Interfaces", http://www.lce.hut.fi/research/bci/jannes_thesis.pdf, Cognitive Science Group, Helsinki University of Technology, May 2002.
11. W. Lu, J. C. Rajapakse, "Approach and Applications of Constrained ICA ", IEEE Transactions on Neural Networks, Vo.l 16, No. 1: 203-212, Jan 2005.
12. S. Makeig et al. ICA toolbox for psychophysiological research, http://www.sccn.ucsd.edu/~scott/ica.html, 2002.
13. N. Srinivasan, A. V. Ravichandran, S. Govindan, "Functionally Independent Components of Event Related Potentials in a Visual Working Memory Task".
14. X. L. Zhang, H. Begleiter, B. Porjesz, W. Wang, A. Litke, "Event Related Potentials During Object Recognition Tasks", Brain Res Bull 38(6): 531-538, 1995.
15. X. L. Zhang, H. Begleiter, B. Porjesz, A. Litke, " Electrophysiological Evidence of Memory Impairment in Alcoholic Patients", Biol. Psychiatry 42: 1157-1171, 1997.
16. T. P. Jung, S. Makeig, M. J. Mckeown, A. J. Bell, T. W. Lee, T. J. Sejnowski, "Imaging Brain Dynamics using Independent Component Analysis ", Proc IEEE. 89(7): 1107-22, 2001.