| Presentation | 2018-10-19 Functional complexity in neuronal network models with hierarchically modular organization Zhixiong Chen, Hideaki Yamamoto, Satoshi Moriya, Katsuya Ide, Shigeru Kubota, Shigeo Sato, Ayumi Hirano-Iwata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Research and development of hardware and architectures that imitate the information processing mechanism of brains is being actively conducted. Connectome analyses of animals’ nervous system have revealed that their structure is characterized by hierarchical modularity, as typified by the human cerebral cortex. However, the functional role of the hierarchically modular organization in the nervous system is still unclear. In this work, we used spiking neuronal networks to computationally investigate the influence of hierarchically modular organization on the activity pattern of neural networks from the viewpoint of synchronous bursting activity and the complexity of network dynamics. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neuronal network model / synchronous activity / integrated-and-fire models / hierarchically modular structure |
| Paper # | NC2018-14 |
| Date of Issue | 2018-10-12 (NC) |
| Conference Information | |
| Committee | NC / MBE |
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| Conference Date | 2018/10/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Hirata(Chubu Univ.) / Masaki Kyoso(TCU) |
| Vice Chair | Hayaru Shouno(UEC) / Taishin Nomura(Osaka Univ.) |
| Secretary | Hayaru Shouno(Nagoya Univ.) / Taishin Nomura(NAIST) |
| Assistant | Keiichiro Inagaki(Chubu Univ.) / Takashi Shinozaki(NICT) / Takumi Kobayashi(YNU) / Ｙａｓｕｙｕｋｉ Ｓｕｚｕｋｉ(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on ME and Bio Cybernetics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Functional complexity in neuronal network models with hierarchically modular organization |
| Sub Title (in English) | |
| Keyword(1) | neuronal network model |
| Keyword(2) | synchronous activity |
| Keyword(3) | integrated-and-fire models |
| Keyword(4) | hierarchically modular structure |
| 1st Author's Name | Zhixiong Chen |
| 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 | Katsuya Ide |
| 4th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 5th Author's Name | Shigeru Kubota |
| 5th Author's Affiliation | Yamagata University(Yamagata 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 | 2018-10-19 |
| Paper # | NC2018-14 |
| Volume (vol) | vol.118 |
| Number (no) | NC-258 |
| Page | pp.pp.7-12(NC), |
| #Pages | 6 |
| Date of Issue | 2018-10-12 (NC) |