| Presentation | 2019-03-26 On self-organizing learning of digital dynamical systems Yuya Sawano, Toshimichi Saito, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A digital map is a simple digital dynamical system defined on a set of points. Depending on parameters and initial condition, the digital map generates a periodic orbit in the steady state. In order to construct a digital map, we consider a simple learning method based on the self-organizing feature map. As a chaotic teacher signal is applied, the learning method updates the closest element of the map and its neighbors successively. After the learning, the digital map can have various kinds of periodic orbits. The dynamics of the digital map is investigated by simple feature quantities and typical results are demonstrated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | CCS2018-48 |
| Date of Issue | 2019-03-19 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2019/3/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NICT, Koganei, Tokyo |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Natural Computing, etc. |
| Chair | Mikio Hasegawa(Tokyo Univ. of Science) |
| Vice Chair | Makoto Naruse(NICT) / Shigeki Shiokawa(Kanagawa Inst. of Tech.) |
| Secretary | Makoto Naruse(Tokyo City Univ.) / Shigeki Shiokawa(Hiroshima City Univ.) |
| Assistant | Yusuke Kawakita(Kanagawa Inst. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Kobe Univ.) / Ryo Takahashi(AUT) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On self-organizing learning of digital dynamical systems |
| Sub Title (in English) | |
| Keyword(1) | |
| Keyword(2) | |
| Keyword(3) | |
| 1st Author's Name | Yuya Sawano |
| 1st Author's Affiliation | Hosei University(Hosei Univ) |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | Hosei University(Hosei Univ) |
| Date | 2019-03-26 |
| Paper # | CCS2018-48 |
| Volume (vol) | vol.118 |
| Number (no) | CCS-519 |
| Page | pp.pp.11-14(CCS), |
| #Pages | 4 |
| Date of Issue | 2019-03-19 (CCS) |