An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis

Proceedings of the International Joint Conference on Neural Networks

Volumn 4, Issue , 2005, Pages 2463-2468

  Bohm M ^a   Stadlthanner, K ^a   Lang, E W ^a   Theis, F J ^a   Gruber, P ^a   Tome A M ^b   Teixeira, A R ^b   Puntonet, C G ^c  

^a UNIVERSITY OF REGENSBURG   (Germany)

^b UNIVERSITY OF AVEIRO   (Portugal)

^c UNIVERSITY OF GRANADA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; INDEPENDENT COMPONENT ANALYSIS; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; OPTIMIZATION; PRINCIPAL COMPONENT ANALYSIS; SIMULATED ANNEALING;

ARTIFACT-RELATED SOURCE SIGNALS; BIOMEDICAL SIGNAL ANALYSIS; COST FUNCTION; WATER RESONANCE;

SIGNAL PROCESSING;

EID: 33750099755     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556289     Document Type: Conference Paper

References (11)

1. K. Stadlthanner, F. Theis, E. W. Lang, A. M. Tomé, W. Gronwald, and H. R. Kalbitzer, "A matrix pencil approach to the blind source separation of artifacts in 2D NMR spectra," Neural Information Processing - Letters and Reviews, vol. 1, pp. 103-110, 2003.
2. Lang Tong, Ruey-wen Liu, Victor C. Soon, and Yin-Fang Huang, "Indeterminacy and identifiability of blind identification," IEEE Transactions on Circuits and Systems, vol. 38, no. 5, pp. 499-509, 1991.
3. Ana Maria Tomé, "An iterative eigendecomposition approach to blind source separation," in 3rd Intern. Conf. on Independent Component Analysis and Signal Separation, ICA'2003, San Diego, USA, 2001, pp. 424-428.
4. Ana Maria Tomé, Ana Rita Teixeira, Elmar Wolfgang Lang, Kurt Stadlthanner, and A.P. Rocha, "Blind source separation using time-delayed signals," in International Joint Conference on Neural Networks, IJCNN'2004, Budapest, Hungary, 2004, vol. CD.
5. A. R. Teixeira, A. M. Tomé, E. W. Lang, and K. Stadlthanner, "Delayed AMUSE - A Tool for blind source separation and Denoising," in Independent Component Analysis and Blind Signal Separation, Proc. ICA'2004, 2004, vol. LNCS 195, pp. 287-294.
6. S. Kirkpatrick, C. D. Gelatt Jr., and M. P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, pp. pp. 671, 1983.
7. K. Stadlthanner, A. M. Tomé, F. J. Theis, W. Gronwald, H. R. Kalbitzer, and E. W. Lang, "Blind source separation of water artifacts in NMR spectra using a matrix pencil," in Fourth International Symposium On Independent Component Analysis and Blind Source Separation, ICA'2003, Nara, Japan, 2003, pp. 167-172.
8. K. Stadlthanner, F. Theis, E.W.Lang, A. M. Tomé, W. Gronwald, and H. R. Kalbitzer, "Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils," Neurocomputing, vol. in print, 2005.
9. M. Ghil, M.R. Allen, M. D. Dettinger, and K. Ide, "Advanced spectral methods for climatic time series," Reviews of Geophysics, vol. 40, no. 1, pp. 3.1-3.41, 2002.
10. V. Moskvina and K. M. Schmidt, "Approximate projectors in singular spectrum analysis," SIAM Journal Mat. Anal. Appl., vol. 24, no. 4, pp. 932-942, 2003.
11. A. Görler and H. R. Kalbitzer, "RELAX, a flexible program for the back calculation of NOESY spectra based on a complete relaxation matrix formalism," Journal of Magnatic Resonance, vol. 124, pp. 177-188, 1997.