| Presentation | 2018-11-22 Analysis of the recalling process of associative memory model with astrocyte function Masaru Kondo, Yoshimasa Tawatsuji, Tatsunori Matsui, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | While it may take some time for humans to recall specific memories, the associative memory model constructed by interconnecting neural network can recall stored patterns in few steps for given key patterns. We assumed that functions of astrocyte should effect on the temporal characteristics in human recall processing, and proposed a neuro-astrocyte associative memory model. The results of simulations showed the recalling process of different stored patterns or cycled non-stored two patterns by the degree of regulation of the connection weight, and the transitions to non-stored pattern from stored pattern by regulation of the excitability of neurons. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | associative memory / neural network / astrocyte |
| Paper # | NC2018-26 |
| Date of Issue | 2018-11-15 (NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2018/11/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Masaki Kyoso(TCU) / Yutaka Hirata(Chubu Univ.) |
| Vice Chair | Taishin Nomura(Osaka Univ.) / Hayaru Shouno(UEC) |
| Secretary | Taishin Nomura(Kindai Univ.) / Hayaru Shouno(Nagoya Univ.) |
| Assistant | Takumi Kobayashi(YNU) / Ｙａｓｕｙｕｋｉ Ｓｕｚｕｋｉ(Osaka Univ.) / Keiichiro Inagaki(Chubu Univ.) / Takashi Shinozaki(NICT) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of the recalling process of associative memory model with astrocyte function |
| Sub Title (in English) | |
| Keyword(1) | associative memory |
| Keyword(2) | neural network |
| Keyword(3) | astrocyte |
| 1st Author's Name | Masaru Kondo |
| 1st Author's Affiliation | Waseda University(Waseda Univ.) |
| 2nd Author's Name | Yoshimasa Tawatsuji |
| 2nd Author's Affiliation | Waseda University(Waseda Univ.) |
| 3rd Author's Name | Tatsunori Matsui |
| 3rd Author's Affiliation | Waseda University(Waseda Univ.) |
| Date | 2018-11-22 |
| Paper # | NC2018-26 |
| Volume (vol) | vol.118 |
| Number (no) | NC-322 |
| Page | pp.pp.17-21(NC), |
| #Pages | 5 |
| Date of Issue | 2018-11-15 (NC) |