| Presentation | 2015-07-22 Can Recurrence Plots visualize task period in noisy NIRS data? Masako Sugai, Masaharu Adachi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | NIRS (Near infra-red spectroscopy) is a spectroscopic device with which the brain activity can be measured non-invasively and low-restrictedly. Measurements using NIRS are excellent in versatility, however, the obtained data include two unknown constants and are often contaminated easily by various kinds of noise. In this study, recurrence plots were adopted to discriminate the task period from the pre-task period. Furthermore, the histograms based on recurrence plots revealed the significant statistical difference between task period and pre-task period. Therefore, recurrence plots told us not only the apparent difference but also the statistical difference of the hidden structure in noisy NIRS data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | NIRS(Near infra-red spectroscopy) / Recurrence plot |
| Paper # | NLP2015-76 |
| Date of Issue | 2015-07-14 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2015/7/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Bibai Onsen Yu-rinkan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Nonlinear Problems, etc. |
| Chair | Kenya Jinno(Nippon Inst. of Tech.) |
| Vice Chair | Naoto Fujisaka(Hiroshima City Univ.) |
| Secretary | Naoto Fujisaka(Tokyo Univ. of Science) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Hiroyuki Asahara(Okayama Univ. of Science) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Can Recurrence Plots visualize task period in noisy NIRS data? |
| Sub Title (in English) | |
| Keyword(1) | NIRS(Near infra-red spectroscopy) |
| Keyword(2) | Recurrence plot |
| 1st Author's Name | Masako Sugai |
| 1st Author's Affiliation | Tokyo Denki University(TDU) |
| 2nd Author's Name | Masaharu Adachi |
| 2nd Author's Affiliation | Tokyo Denki University(TDU) |
| Date | 2015-07-22 |
| Paper # | NLP2015-76 |
| Volume (vol) | vol.115 |
| Number (no) | NLP-150 |
| Page | pp.pp.47-52(NLP), |
| #Pages | 6 |
| Date of Issue | 2015-07-14 (NLP) |