| Presentation | 2018-10-22 A study of functional role in the temporal pole based on a semantic memory learning model Tatsuhiro Ideta, Takeshi Kohama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to elucidate the pathophysiology of semantic dementia (SD), we developed a semantic-space learning model which is constructed by integrating visual and language information using deep learning techniques. Since the performances of semantic related tasks of SD patients decrease with the progression of symptoms, we conducted a simulation experiment of the proposed model by learning two types of semantic related tasks. The results show that the performances of the proposed model sufficiently accurate, indicating that it could become a model of SD patients. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Semantic dementia / Temporal pole / Deep learning / Semantic memory learning / Cognitive task |
| Paper # | HIP2018-57 |
| Date of Issue | 2018-10-15 (HIP) |
| Conference Information | |
| Committee | HIP |
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| Conference Date | 2018/10/22(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Terrsa |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Eye Movement (including Accommodation and Pupil), Spatial Perception (Depth Perception, Motion Perception, etc.), etc. |
| Chair | Miyuki Kamachi(Kogakuin Univ.) |
| Vice Chair | Shuichi Sakamoto(Tohoku Univ.) / Yuji Wada(Ritsumeikan Univ.) |
| Secretary | Shuichi Sakamoto(Univ. of Tsukuba) / Yuji Wada(NICT) |
| Assistant | Atsushi Wada(NICT) / Hidetoshi Kanaya(Ritsumeikan Univ.) / Yuki Yamada(Kyushu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Human Information Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study of functional role in the temporal pole based on a semantic memory learning model |
| Sub Title (in English) | |
| Keyword(1) | Semantic dementia |
| Keyword(2) | Temporal pole |
| Keyword(3) | Deep learning |
| Keyword(4) | Semantic memory learning |
| Keyword(5) | Cognitive task |
| 1st Author's Name | Tatsuhiro Ideta |
| 1st Author's Affiliation | Kindai University(KU) |
| 2nd Author's Name | Takeshi Kohama |
| 2nd Author's Affiliation | Kindai University(KU) |
| Date | 2018-10-22 |
| Paper # | HIP2018-57 |
| Volume (vol) | vol.118 |
| Number (no) | HIP-262 |
| Page | pp.pp.5-8(HIP), |
| #Pages | 4 |
| Date of Issue | 2018-10-15 (HIP) |