Analysis of plastic brain activities by EEG measurement and mathematical modeling
| Project/Area Number |
24560498
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (C)
|
| Allocation Type | Multi-year Fund |
|---|
| Section | 一般 |
|---|
| Research Field |
System engineering
|
|---|
| Research Institution | The University of Tokushima |
|---|
Principal Investigator |
|
|---|
| 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)
|
|---|
| Co-Investigator(Renkei-kenkyūsha) |
EMOTO Takahiro 徳島大学, 大学院ソシオテクノサイエンス研究部, 講師 (90418989)
|
|---|
| Research Collaborator |
PANDYA Abhijit S. フロリダアトランティック大学, 工学計算機科学部, 教授
DANESH Ali A. フロリダアトランティック大学, 教育学部, 教授
|
|---|
| Project Period (FY) |
2012-04-01 – 2015-03-31
|
| Project Status |
Completed (Fiscal Year 2014)
|
| Budget Amount *help |
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
|
|---|
| Keywords | システム工学 / 脳波 / 数理モデル / 経験的モード分解 / 耳鳴り / ニューラルネットワーク / 可塑性 / 国際研究者交流 / アメリカ合衆国 / 聴覚 / 国際研究者交流， |
|---|
| Outline of Final Research Achievements |
In order to clarify plastic brain activities by estimating the sates of the brain system using the data acquired by the measurement of electroencephalogram (EEG), , we have developed a Hilbert Huang transformation with empirical mode decomposition. We applied it to the estimation of degree of synchrony between the brain locations in two period tapping coordination, the frequency analysis of EEG, and the learning and recall of periodic auditory stimuli (click sound). Additionally, we developed mathematical models for the neural networks with plasticity. We have effectively applied it to multi-layered perceptron neural networks for recall of tapping coordination and tinnitus management process by sound therapy. The latter model incorporates basically the auditory tonotopicity.
|
Report
(4 results)
Research Products
(38 results)
-
-
-
-
-
-
-
-
-
-
-
-
-
[Journal Article] Recall of auditory stimulus2012
Author(s)
Makoto Shigeta
-
Journal Title
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, Hong Kong and Shenzhen, China, January 2-7, 2012
Volume: 1
Pages: 420-423
Related Report
Peer Reviewed
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
