| Presentation | 2019-01-24 Numerical simulation on decision making using spontaneous exchange of synchronization in chaotic lasers Takatomo Mihana, Yusuke Mitsui, Kazutaka Kanno, Makoto Naruse, Atsushi Uchida, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Decision making using chaotic laser dynamics has been proposed recently. We propose a method for solving the multi-armed bandit problem in decision making using lag synchronization of chaos in mutually-coupled semiconductor lasers. We observe spontaneous exchange of leader-laggard relationship where one laser oscillates in advance with respect to the other laser with the coupling delay time. We change the coupling strengths of mutually-coupled semiconductor lasers and control the probability of becoming the leader laser. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Semiconductor laser / Lag synchronization / Multi-armed bandit problem |
| Paper # | NLP2018-115 |
| Date of Issue | 2019-01-16 (NLP) |
| Conference Information | |
| Committee | NLP / NC |
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| Conference Date | 2019/1/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The Centennial Hall, Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General Implementation of Neuro Computing, Analysis and Modeling of Human Science, etc. |
| Chair | Norikazu Takahashi(Okayama Univ.) / Yutaka Hirata(Chubu Univ.) |
| Vice Chair | Hiroaki Kurokawa(Tokyo Univ. of Tech.) / Hayaru Shouno(UEC) |
| Secretary | Hiroaki Kurokawa(Hiroshima Inst. of Tech.) / Hayaru Shouno(Nippon Inst. of Tech.) |
| Assistant | Masayuki Kimura(Kyoto Univ.) / Yutaka Shimada(Saitama Univ.) / Keiichiro Inagaki(Chubu Univ.) / Takashi Shinozaki(NICT) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Numerical simulation on decision making using spontaneous exchange of synchronization in chaotic lasers |
| Sub Title (in English) | |
| Keyword(1) | Semiconductor laser |
| Keyword(2) | Lag synchronization |
| Keyword(3) | Multi-armed bandit problem |
| 1st Author's Name | Takatomo Mihana |
| 1st Author's Affiliation | Saitama University(Saitama Univ.) |
| 2nd Author's Name | Yusuke Mitsui |
| 2nd Author's Affiliation | Saitama University(Saitama Univ.) |
| 3rd Author's Name | Kazutaka Kanno |
| 3rd Author's Affiliation | Saitama University(Saitama Univ.) |
| 4th Author's Name | Makoto Naruse |
| 4th Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 5th Author's Name | Atsushi Uchida |
| 5th Author's Affiliation | Saitama University(Saitama Univ.) |
| Date | 2019-01-24 |
| Paper # | NLP2018-115 |
| Volume (vol) | vol.118 |
| Number (no) | NLP-413 |
| Page | pp.pp.101-106(NLP), |
| #Pages | 6 |
| Date of Issue | 2019-01-16 (NLP) |