| Presentation | 2017-01-27 Dynamic Binary Neural Networks with Local Connection 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 of dynamic binary neural networks. The network is characterized by a signum activation fuction and ternary connection parameters. Depending on the parameter and initial condition, the network can generate various periodic orbits in the steady states. Introducing simple two feature quantities, we analyze the network dynamics in relevance with elementary cellular automata. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Dynamic binary neural networks / Cellular automata / Periodic orbits |
| Paper # | NC2016-57 |
| Date of Issue | 2017-01-19 (NC) |
| Conference Information | |
| Committee | NC / NLP |
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| Conference Date | 2017/1/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kitakyushu Foundation for the Advanement of Ind. Sci. and Tech. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc |
| Chair | Shigeo Sato(Tohoku Univ.) / Hisato Fujisaka(Hiroshima City Univ.) |
| Vice Chair | Masafumi Hagiwara(Keio Univ.) / Masaharu Adachi(Tokyo Denki Univ.) |
| Secretary | Masafumi Hagiwara(Kyoto Sangyo Univ.) / Masaharu Adachi(Tokyo Inst. of Tech.) |
| Assistant | Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) / Hiroyuki Asahara(Okayama Univ. of Science) / Toshihiro Tachibana(Shonan Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Technical Committee on Nonlinear Problems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Dynamic Binary Neural Networks with Local Connection |
| Sub Title (in English) | |
| Keyword(1) | Dynamic binary neural networks |
| Keyword(2) | Cellular automata |
| Keyword(3) | Periodic orbits |
| 1st Author's Name | Kazuma Makita |
| 1st Author's Affiliation | Hosei University(HU) |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | Hosei University(HU) |
| Date | 2017-01-27 |
| Paper # | NC2016-57 |
| Volume (vol) | vol.116 |
| Number (no) | NC-424 |
| Page | pp.pp.53-57(NC), |
| #Pages | 5 |
| Date of Issue | 2017-01-19 (NC) |