| Presentation | 2019-06-07 Asynchronous Cellular Automata and Reservoir Computing Daisuke Uragami, Yulkio-Pegio Gunji, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The asynchronous tuned cellular automaton (AT_ECA) we have proposed has been shown to generate critical spatiotemporal patterns universally with respect to local rules, with a mechanism completely different from the so-called edge of chaos. In this study, we report on the application of this spatiotemporal pattern to reservoir computing, which has recently been attracting attention as a learning model of time-series data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cellular Automata / Reservoir Computing / Edge of Chaos / Asynchronous / Self-Organization |
| Paper # | NLP2019-20,CCS2019-3 |
| Date of Issue | 2019-05-31 (NLP, CCS) |
| Conference Information | |
| Committee | CCS / NLP |
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| Conference Date | 2019/6/7(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | machinaka campus nagaoka |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Makoto Naruse(NICT) / Hiroaki Kurokawa(Tokyo Univ. of Tech.) |
| Vice Chair | Shigeki Shiokawa(Kanagawa Inst. of Tech.) / Tetsuya Asai(Hokkaido Univ.) / Kiyohisa Natsume(Kyushu Inst. of Tech.) |
| Secretary | Shigeki Shiokawa(Hiroshima City Univ.) / Tetsuya Asai(Kanagawa Inst. of Tech.) / Kiyohisa Natsume(Nippon Inst. of Tech.) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Kazuki Nakada(Tsukuba Univ. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Kobe Univ.) / Yutaka Shimada(Saitama Univ.) / Toshikaza Samura(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences / Technical Committee on Nonlinear Problems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Asynchronous Cellular Automata and Reservoir Computing |
| Sub Title (in English) | Beyond the Edge of Chaos |
| Keyword(1) | Cellular Automata |
| Keyword(2) | Reservoir Computing |
| Keyword(3) | Edge of Chaos |
| Keyword(4) | Asynchronous |
| Keyword(5) | Self-Organization |
| 1st Author's Name | Daisuke Uragami |
| 1st Author's Affiliation | Nihon University(Nihon Univ.) |
| 2nd Author's Name | Yulkio-Pegio Gunji |
| 2nd Author's Affiliation | Waseda University(Waseda Univ.) |
| Date | 2019-06-07 |
| Paper # | NLP2019-20,CCS2019-3 |
| Volume (vol) | vol.119 |
| Number (no) | NLP-71,CCS-72 |
| Page | pp.pp.11-14(NLP), pp.11-14(CCS), |
| #Pages | 4 |
| Date of Issue | 2019-05-31 (NLP, CCS) |