| Presentation | 2017-06-24 Elementary cellular automata and dynamic binary neural networks Takahiro Ozawa, Kazuma Makita, Toshimichi Saito, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies basic dynamic of elementary cellular automata(ECA):digital dynamical systems in which time, space and states are alldiscrete. Depending on the rule, the ECA can exhibit a variety of spatiotemporal patterns.In order to analyze the dynamics, we visualize the dynamics on the digital return map and introduce two feature quantities. Performing numerical experiment for basic examples, typical phenomena are demonstrated and are considered. Also, we have clarified that a basic class of ECA is equivalent to DBNNs with local connection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cellular automata / Dynamic binary neural networks / Feature quantities |
| Paper # | NC2017-13 |
| Date of Issue | 2017-06-16 (NC) |
| Conference Information | |
| Committee | NC / IPSJ-BIO / IBISML / IPSJ-MPS |
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| Conference Date | 2017/6/23(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) | Machine Learning Approach to Biodata Mining, and General |
| Chair | Masafumi Hagiwara(Keio Univ.) / / Kenji Fukumizu(ISM) |
| Vice Chair | Yutaka Hirata(Chubu Univ.) / / Masashi Sugiyama(Univ. of Tokyo) |
| Secretary | Yutaka Hirata(Tokyo Inst. of Tech.) / (Nagoya Univ.) / Masashi Sugiyama / (Kyoto Univ.) |
| Assistant | Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) / / Ichiro Takeuchi(Nagoya Inst. of Tech.) / Toshihiro Kamishima(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Special Interest Group on Bioinformatics and Genomics / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Mathematical Modeling and Problem Solving |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Elementary cellular automata and dynamic binary neural networks |
| Sub Title (in English) | |
| Keyword(1) | Cellular automata |
| Keyword(2) | Dynamic binary neural networks |
| Keyword(3) | Feature quantities |
| 1st Author's Name | Takahiro Ozawa |
| 1st Author's Affiliation | Hosei University(Hosei Univ.) |
| 2nd Author's Name | Kazuma Makita |
| 2nd Author's Affiliation | Hosei University(Hosei Univ.) |
| 3rd Author's Name | Toshimichi Saito |
| 3rd Author's Affiliation | Hosei University(Hosei Univ.) |
| Date | 2017-06-24 |
| Paper # | NC2017-13 |
| Volume (vol) | vol.117 |
| Number (no) | NC-109 |
| Page | pp.pp.93-97(NC), |
| #Pages | 5 |
| Date of Issue | 2017-06-16 (NC) |