| Presentation | 2010-11-18 A BCI study on the detection of insight occurrence from EEG Naoya OOSUGI, Tomohiro SHIBATA, Kazushi IKEDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this study is to create an insight decoder from EEG. Insight is a kind of methods to solve problems and is characterized by the fact that it suddenly occurs and gives an answer although the process to the answer cannot be reported. An insight decoder based on brain activity with high time-precision such as EEG may alternatively show when and how the answer with insight appears, which will help to elucidate the mechanism of insight or creativity of human. In this study, participants were instructed to solve anagram tests as insight problem and report how to solve the tests, that is, by insight or not. Our decoder employed band powers of EEG signals as features and the bagging logistic regressor for classification, which could successfully predict the occurrence of insight. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Insight / EEG / BCI / decorder |
| Paper # | NC2010-59 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2010/11/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A BCI study on the detection of insight occurrence from EEG |
| Sub Title (in English) | |
| Keyword(1) | Insight |
| Keyword(2) | EEG |
| Keyword(3) | BCI |
| Keyword(4) | decorder |
| 1st Author's Name | Naoya OOSUGI |
| 1st Author's Affiliation | Nara Institute of Science and Technology() |
| 2nd Author's Name | Tomohiro SHIBATA |
| 2nd Author's Affiliation | Nara Institute of Science and Technology |
| 3rd Author's Name | Kazushi IKEDA |
| 3rd Author's Affiliation | Nara Institute of Science and Technology |
| Date | 2010-11-18 |
| Paper # | NC2010-59 |
| Volume (vol) | vol.110 |
| Number (no) | 295 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |