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Influence of noise on EEG source analysis using space mapping techniques

Guillaume Crevecoeur (UGent) , Hans Hallez (UGent) , Peter Van Hese (UGent) , Yves D'Asseler (UGent) , Luc Dupré (UGent) and Rik Van de Walle (UGent)
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Organization
Abstract
In this paper, the space mapping (SM) technique is used for solving the inverse problem of electroencephalographic dipole source localization. By using SM, we obtained an adequate solution with a minimum of CPU-time by combining the accuracy of a fine model with the speed of a coarse model. The performance when solving the inverse problem using SM versus direct optimisation techniques was investigated in the presence of noise in the measured potentials.
Keywords
OPTIMIZATION, REALISTIC HEAD MODELS, LOCALIZATION

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Citation

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MLA
Crevecoeur, Guillaume, Hans Hallez, Peter Van Hese, et al. “Influence of Noise on EEG Source Analysis Using Space Mapping Techniques.” INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS 25.1-4 (2007): 383–387. Print.
APA
Crevecoeur, G., Hallez, H., Van Hese, P., D’Asseler, Y., Dupré, L., & Van de Walle, R. (2007). Influence of noise on EEG source analysis using space mapping techniques. INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 25(1-4), 383–387. Presented at the 12th International Symposium on Interdisciplinary Electromagnetic, Mechanic and Biomedical Problems.
Chicago author-date
Crevecoeur, Guillaume, Hans Hallez, Peter Van Hese, Yves D’Asseler, Luc Dupré, and Rik Van de Walle. 2007. “Influence of Noise on EEG Source Analysis Using Space Mapping Techniques.” International Journal of Applied Electromagnetics and Mechanics 25 (1-4): 383–387.
Chicago author-date (all authors)
Crevecoeur, Guillaume, Hans Hallez, Peter Van Hese, Yves D’Asseler, Luc Dupré, and Rik Van de Walle. 2007. “Influence of Noise on EEG Source Analysis Using Space Mapping Techniques.” International Journal of Applied Electromagnetics and Mechanics 25 (1-4): 383–387.
Vancouver
1.
Crevecoeur G, Hallez H, Van Hese P, D’Asseler Y, Dupré L, Van de Walle R. Influence of noise on EEG source analysis using space mapping techniques. INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS. 2007;25(1-4):383–7.
IEEE
[1]
G. Crevecoeur, H. Hallez, P. Van Hese, Y. D’Asseler, L. Dupré, and R. Van de Walle, “Influence of noise on EEG source analysis using space mapping techniques,” INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, vol. 25, no. 1–4, pp. 383–387, 2007.
@article{376499,
  abstract     = {In this paper, the space mapping (SM) technique is used for solving the inverse problem of electroencephalographic dipole source localization. By using SM, we obtained an adequate solution with a minimum of CPU-time by combining the accuracy of a fine model with the speed of a coarse model. The performance when solving the inverse problem using SM versus direct optimisation techniques was investigated in the presence of noise in the measured potentials.},
  author       = {Crevecoeur, Guillaume and Hallez, Hans and Van Hese, Peter and D'Asseler, Yves and Dupré, Luc and Van de Walle, Rik},
  issn         = {1383-5416},
  journal      = {INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS},
  keywords     = {OPTIMIZATION,REALISTIC HEAD MODELS,LOCALIZATION},
  language     = {eng},
  location     = {Bad Gastein, Austria},
  number       = {1-4},
  pages        = {383--387},
  title        = {Influence of noise on EEG source analysis using space mapping techniques},
  volume       = {25},
  year         = {2007},
}

Web of Science
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