| Presentation | 2021-10-28 Reservoir computing properties of micropatterned neuronal networks in culture Takuma Sumi, Hideaki Yamamoto, Satoshi Moriya, Taiki Takemuro, Tomohiro Konno, Shigeo Sato, Ayumi Hirano-Iwata, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this experiment, we used the reservoir computing model to analyze the information processing properties of micropatterned cultured neuronal networks constructed by cell patterning. By applying three types of spatial stimuli to the micropatterned cultured neural networks, we evaluated the classification performance of the network. In addition, the relationship between the classification performance and spontaneous activity was examined, and it was found that the higher the complexity of functional correlations in spontaneous activity, the higher the classification performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cultured Neuron / Neural Network / Fluorescent Calcium Imaging / Reservoir Computing |
| Paper # | NC2021-19 |
| Date of Issue | 2021-10-21 (NC) |
| Conference Information | |
| Committee | MBE / NC |
|---|---|
| Conference Date | 2021/10/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Ryuhei Okuno(Setsunan Univ.) / Rieko Osu(Waseda Univ.) |
| Vice Chair | Junichi Hori(Niigata Univ.) / Hiroshi Yamakawa(Univ of Tokyo) |
| Secretary | Junichi Hori(Osaka Electro-Communication Univ) / Hiroshi Yamakawa(ATR) |
| Assistant | Jun Akazawa(Meiji Univ. of Integrative Medicine) / Emi Yuda(Tohoku Univ) / Nobuhiko Wagatsuma(Toho Univ.) / Tomoki Kurikawa(KMU) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Reservoir computing properties of micropatterned neuronal networks in culture |
| Sub Title (in English) | |
| Keyword(1) | Cultured Neuron |
| Keyword(2) | Neural Network |
| Keyword(3) | Fluorescent Calcium Imaging |
| Keyword(4) | Reservoir Computing |
| 1st Author's Name | Takuma Sumi |
| 1st Author's Affiliation | Tohoku University(Tohoku Univ) |
| 2nd Author's Name | Hideaki Yamamoto |
| 2nd Author's Affiliation | Tohoku University(Tohoku Univ) |
| 3rd Author's Name | Satoshi Moriya |
| 3rd Author's Affiliation | Tohoku University(Tohoku Univ) |
| 4th Author's Name | Taiki Takemuro |
| 4th Author's Affiliation | Tohoku University(Tohoku Univ) |
| 5th Author's Name | Tomohiro Konno |
| 5th Author's Affiliation | Tohoku University(Tohoku Univ) |
| 6th Author's Name | Shigeo Sato |
| 6th Author's Affiliation | Tohoku University(Tohoku Univ) |
| 7th Author's Name | Ayumi Hirano-Iwata |
| 7th Author's Affiliation | Tohoku University(Tohoku Univ) |
| Date | 2021-10-28 |
| Paper # | NC2021-19 |
| Volume (vol) | vol.121 |
| Number (no) | NC-223 |
| Page | pp.pp.7-10(NC), |
| #Pages | 4 |
| Date of Issue | 2021-10-21 (NC) |