| Presentation | 2022-06-17 Development of Brain Machine Interface using EEG when recalling visual images Wataru Murata, Junichi Hori, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To assist the communication of motor-impaired, brain-machine interface (BMI) has been developed in recent years. In this study, we focused on visual recall and silent name recall in the brain, and the brain electrical activities depending on the recalled objects were measured for an interface. We used arrow symbols and Japanese characters (Kanji) those express 4 directions as the recall target. The active areas of electroencephalogram (EEG) were analyzed using cortical dipole imaging. We attempted to discriminate the EEG signals using deep learning technique based on the multilayer perceptron. The results showed that there was a tendency for activities in Broca’s area during recalling. It was suggested that visual recall is useful as BMI. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Electroencephalogram / Brain-Machine Interface / Visual Recall / Name Recall |
| Paper # | MBE2022-7 |
| Date of Issue | 2022-06-10 (MBE) |
| Conference Information | |
| Committee | MBE / IEE-MBE |
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| Conference Date | 2022/6/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME, etc. |
| Chair | Junichi Hori(Niigata Univ.) |
| Vice Chair | Hisashi Yoshida(Kinki Univ.) |
| Secretary | Hisashi Yoshida(Setsunan Univ) / (Tohoku Inst. of Tech.) |
| Assistant | Emi Yuda(Tohoku Univ) / Miki Kaneko(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / The Technical Committee on Medical and Biological Engineering |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of Brain Machine Interface using EEG when recalling visual images |
| Sub Title (in English) | |
| Keyword(1) | Electroencephalogram |
| Keyword(2) | Brain-Machine Interface |
| Keyword(3) | Visual Recall |
| Keyword(4) | Name Recall |
| 1st Author's Name | Wataru Murata |
| 1st Author's Affiliation | Niigata University(NU) |
| 2nd Author's Name | Junichi Hori |
| 2nd Author's Affiliation | Niigata University(NU) |
| Date | 2022-06-17 |
| Paper # | MBE2022-7 |
| Volume (vol) | vol.122 |
| Number (no) | MBE-82 |
| Page | pp.pp.2-4(MBE), |
| #Pages | 3 |
| Date of Issue | 2022-06-10 (MBE) |