| Presentation | 2011-07-23 Predicting 5 postures in motor imagery from EEG signals Yuichiro TAKAI, Hitoshi NAKAZAWA, Shigeki NAKAUCHI, Michiteru KITAZAKI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We measured ERPs during observing and/or imaging own body's leaning actions using 128 channel EEG measuring system, and predicted directions of imagined movements from ERPs by applying a neural decoding technique. We could predict leaning directions up to 60 % accuracy (chance level: 20 %). The prediction accuracy of motor imagery was worse without visual image than with visual image, but still significantly above the chance level. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EEG / Event related potentials / Motor imagery / Neural decoding |
| Paper # | HIP2011-29 |
| Date of Issue |
| Conference Information | |
| Committee | HIP |
|---|---|
| Conference Date | 2011/7/16(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 | Human Information Processing (HIP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Predicting 5 postures in motor imagery from EEG signals |
| Sub Title (in English) | |
| Keyword(1) | EEG |
| Keyword(2) | Event related potentials |
| Keyword(3) | Motor imagery |
| Keyword(4) | Neural decoding |
| 1st Author's Name | Yuichiro TAKAI |
| 1st Author's Affiliation | Graduate School of Engineering, Toyohashi University of Technology() |
| 2nd Author's Name | Hitoshi NAKAZAWA |
| 2nd Author's Affiliation | Department of Psychology, Senshu University |
| 3rd Author's Name | Shigeki NAKAUCHI |
| 3rd Author's Affiliation | Department of Computer Science and Engineering, Toyohashi University of Technology |
| 4th Author's Name | Michiteru KITAZAKI |
| 4th Author's Affiliation | Department of Computer Science and Engineering, Toyohashi University of Technology |
| Date | 2011-07-23 |
| Paper # | HIP2011-29 |
| Volume (vol) | vol.111 |
| Number (no) | 155 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |