2011 Fiscal Year Final Research Report
ANALYSIS OF AUDITORY BRAIN ACTIVITIES BY EEG MEASUREMENT AND MATHEMATICAL MODELING
| Project/Area Number |
21560429
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
System engineering
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| Research Institution | The University of Tokushima |
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Principal Investigator |
HIROFUMI Nagashino 徳島大学, 大学院・ヘルスバイオサイエンス研究部, 教授 (40035655)
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| Co-Investigator(Kenkyū-buntansha) |
AKUTAGAWA Masatake 徳島大学, 大学院・ソシオテクノサイエンス研究部, 講師 (90294727)
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| Research Collaborator |
ALI A. danedsh フロリダアトランティック大学, 教育学部, 准教授
ABHIJIT S. pandya フロリダアトランティック大学, 工学コンピュータ科学部, 教授
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| Project Period (FY) |
2009 – 2011
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| Keywords | システム工学 / 脳波 / 数理モデル / 聴覚 / 耳鳴り / ニューラルネットワーク / 可塑性 |
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| Research Abstract |
We have developed a system for analysis of brain activities through measurement of electroencephalogram(EEG) employing artificial neural networks and independent component analysis, and mathematical models for the neural networks with plasticity. We have applied it to recall of periodic stimuli in the auditory system and tinnitus management process by sound therapy. This approach will be able to be applied to the support of diagnostics and treatment of diseases including abnormal EEG or change of brain activities.
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[Journal Article] Recall of auditory stimulus2012
Author(s)
Makoto Shigeta, Takahiro Emoto, Masatake Akutagawa, Yoshio Kaji, Fumio Shichijo, Kazuhiko Furukawa, Nobunori Konaka, Hirofumi Nagashino and Yohsuke Kinouchi
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Journal Title
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics
Volume: Vol.1
Pages: 428-431
Peer Reviewed
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