| Presentation | 2001/7/6 Two brain signal sources localization for auditory evoked potentials by neural network R. Yamada, Q. Zhang, X. Bai, M. Akutagawa, H. Nagashino, Y. Kinouchi, H. Shichijo, N. Nagahiro, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Some activities of the human brain are caused by brain signal sources, e.g. visual, auditory and sensory. The properties of the sources can be identified with the technique of brain source localization from EEG. Brain source localization is an important inverse problem in medical diagnoses and brain function analyses noninvasively. In this study, we identified the properties(position, moment)of the sources with the model of current dipoles by neural network. In order to investigate the usefulness of neural network in clinical application, the training method with noise is applied to the sources localization. The developed technique is then applied to clinical EEG data analysis for auditory evoked potentials. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | brain / sources localization / neural network / dipole / EEG |
| Paper # | MBE2001-44 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2001/7/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Two brain signal sources localization for auditory evoked potentials by neural network |
| Sub Title (in English) | |
| Keyword(1) | brain |
| Keyword(2) | sources localization |
| Keyword(3) | neural network |
| Keyword(4) | dipole |
| Keyword(5) | EEG |
| 1st Author's Name | R. Yamada |
| 1st Author's Affiliation | Dept. of Electrical and Electronic Eng., Faculty of Eng., The Univ. of Tokushima() |
| 2nd Author's Name | Q. Zhang |
| 2nd Author's Affiliation | Dept. of Electrical and Electronic Eng., Faculty of Eng., The Univ. of Tokushima |
| 3rd Author's Name | X. Bai |
| 3rd Author's Affiliation | Dept. of Electrical and Electronic Eng., Faculty of Eng., The Univ. of Tokushima |
| 4th Author's Name | M. Akutagawa |
| 4th Author's Affiliation | School of Medical Sciences, The Univ. of Tokushima |
| 5th Author's Name | H. Nagashino |
| 5th Author's Affiliation | Dept. of Electrical and Electronic Eng., Faculty of Eng., The Univ. of Tokushima |
| 6th Author's Name | Y. Kinouchi |
| 6th Author's Affiliation | Dept. of Electrical and Electronic Eng., Faculty of Eng., The Univ. of Tokushima |
| 7th Author's Name | H. Shichijo |
| 7th Author's Affiliation | School of Medicine, The Univ. of Tokushima |
| 8th Author's Name | N. Nagahiro |
| 8th Author's Affiliation | School of Medicine, The Univ. of Tokushima |
| Date | 2001/7/6 |
| Paper # | MBE2001-44 |
| Volume (vol) | vol.101 |
| Number (no) | 181 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |