| Presentation | 2013-09-25 Analysis of Kansei on Relations between Fractal Properties with EEG and Hemodynamics with NIRS Masashi IKEDA, Takeo KONDO, Masahiro NAKAGAWA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | EFAM (Emotion Fractal Analysis Method) is the method to analyze Kansei based on the fractal property of EEG.EFAM has a problem that is the reduction of indentification rate after about three minutes of earning time. Thus, in this study we attempt to solve this problem by means of proposing an analysis method based on canonical correlation analysis and focusing on the relativity between the fractal dimension of EEG signals and hemodynamics measured by NIRS(Near-Infrared Spectroscopy).As a result, the identification average rate increased 12.90%. The result suggests that the reliability evaluation of identification is possible by the correlation between the canonical variates. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EEG / NIRS / Cross Modal / Cannonical correlation analysis |
| Paper # | MBE2013-58,NC2013-44 |
| Date of Issue |
| Conference Information | |
| Committee | MBE |
|---|---|
| Conference Date | 2013/9/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of Kansei on Relations between Fractal Properties with EEG and Hemodynamics with NIRS |
| Sub Title (in English) | |
| Keyword(1) | EEG |
| Keyword(2) | NIRS |
| Keyword(3) | Cross Modal |
| Keyword(4) | Cannonical correlation analysis |
| 1st Author's Name | Masashi IKEDA |
| 1st Author's Affiliation | Nagaoka University of Techonology() |
| 2nd Author's Name | Takeo KONDO |
| 2nd Author's Affiliation | Nagaoka University of Techonology |
| 3rd Author's Name | Masahiro NAKAGAWA |
| 3rd Author's Affiliation | Nagaoka University of Techonology |
| Date | 2013-09-25 |
| Paper # | MBE2013-58,NC2013-44 |
| Volume (vol) | vol.113 |
| Number (no) | 222 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |