| Presentation | 2015-03-04 Discrimination of verbal/non-verbal memory retrieval process by using a machine learning method Mizuki KAWAKAMI, Takashi KABURAGI, Yosuke KURIHARA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Types of memory retrieval process can be broadly discriminated into verbal and non-verbal memory retrieval process. In this study, we propose a discrimination system which could discriminate subjects' type of memory retrieval process into verbal and non-verbal memory retrieval process by Support Vector Machine based on blood volume measured by NIRS at the prefrontal lobe. We also carried out validity experiments for our system. As the results, we confirm it is possible to discriminate types of memory retrieval process with high accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | NIRS / Verbal Memory Retrieval Process / Nonverbal Memory Retrieval Process / Support Vector Machine |
| Paper # | IMQ2014-69,IE2014-130,MVE2014-117 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2015/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Media Experience and Virtual Environment (MVE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Discrimination of verbal/non-verbal memory retrieval process by using a machine learning method |
| Sub Title (in English) | |
| Keyword(1) | NIRS |
| Keyword(2) | Verbal Memory Retrieval Process |
| Keyword(3) | Nonverbal Memory Retrieval Process |
| Keyword(4) | Support Vector Machine |
| 1st Author's Name | Mizuki KAWAKAMI |
| 1st Author's Affiliation | Science of Engineering, Aoyama Gakuin University() |
| 2nd Author's Name | Takashi KABURAGI |
| 2nd Author's Affiliation | Science of Engineering, Aoyama Gakuin University |
| 3rd Author's Name | Yosuke KURIHARA |
| 3rd Author's Affiliation | Science of Engineering, Aoyama Gakuin University |
| Date | 2015-03-04 |
| Paper # | IMQ2014-69,IE2014-130,MVE2014-117 |
| Volume (vol) | vol.114 |
| Number (no) | 487 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |