| Presentation | 2019-06-17 Small-workd networks enhance the inter-brain synchronization Kentaro Suzuki, Jihoon Park, Yuji Kawai, Minoru Asada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recent hyper scanning studies have shown that activities of the two brains synchronize during social interaction. We hypothesize that small-world, which is a graph-theooritical property of an anatomical brain netowork, is one of factors of the inter-brain synchronization and verify it with a two-neurocomputational model for the interaction. We constructed small-world networks composed by neuron groups as nodes which were constituted by Izhikevich neuron model. Two such networks were created and connected some of neuron groups each other to interact them. Simulation demonstrated that the number of synchronizing neuron groups increased only when the interaction between the small-world networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | small-world network / Izhikevich model / interaction / inter-brain synchronization |
| Paper # | NC2019-3 |
| Date of Issue | 2019-06-10 (NC) |
| Conference Information | |
| Committee | NC / IBISML / IPSJ-MPS / IPSJ-BIO |
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| Conference Date | 2019/6/17(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Institute of Science and Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Neurocomputing, Machine Learning Approach to Biodata Mining, and General |
| Chair | Hayaru Shouno(UEC) / Hisashi Kashima(Kyoto Univ.) / Masakazu Sekijima(Tokyo Tech) / Hiroyuki Kurata(Kyutech) |
| Vice Chair | Kazuyuki Samejima(Tamagawa Univ) / Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Kazuyuki Samejima(NAIST) / Masashi Sugiyama(NTT) / Koji Tsuda(Nagoya Inst. of Tech.) / (AIST) / (Nagoya Univ.) |
| Assistant | Takashi Shinozaki(NICT) / Ken Takiyama(TUAT) / Tomoharu Iwata(NTT) / Shigeyuki Oba(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / IPSJ Special Interest Group on Mathematical Modeling and Problem Solving / IPSJ Special Interest Group on Bioinformatics and Genomics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Small-workd networks enhance the inter-brain synchronization |
| Sub Title (in English) | |
| Keyword(1) | small-world network |
| Keyword(2) | Izhikevich model |
| Keyword(3) | interaction |
| Keyword(4) | inter-brain synchronization |
| 1st Author's Name | Kentaro Suzuki |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Jihoon Park |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Yuji Kawai |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| 4th Author's Name | Minoru Asada |
| 4th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2019-06-17 |
| Paper # | NC2019-3 |
| Volume (vol) | vol.119 |
| Number (no) | NC-88 |
| Page | pp.pp.9-14(NC), |
| #Pages | 6 |
| Date of Issue | 2019-06-10 (NC) |