| Presentation | 2016-01-29 Analysis of periodic orbits in dynamic binary neural networks Kazuma Makita, Ryuji Sato, Toshimichi Saito, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper considers analysis of dynamic binary neural networks. The networks can generate various binary periodic orbits. The network dynamics can be simplified into the digital return maps. In order to visualize and analyze the network dynamics, we present two basic feature quantities of steady states of periodic orbits and construct a plane of the two feature quantities. Performing the full search of periodic orbits in a class of networks, we investigate a variety of network dynamics. Especially, we investigate the longest periodic orbit of the network in detail. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Dynamic binary neural networks / Dynamical systems / Periodic orbits / Stability |
| Paper # | NC2015-61 |
| Date of Issue | 2016-01-21 (NC) |
| Conference Information | |
| Committee | NC / NLP |
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| Conference Date | 2016/1/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc |
| Chair | Toshimichi Saito(Hosei Univ.) / Kenya Jinno(Nippon Inst. of Tech.) |
| Vice Chair | Shigeo Sato(Tohoku Univ.) / Naoto Fujisaka(Hiroshima City Univ.) |
| Secretary | Shigeo Sato(Kyushu Inst. of Tech.) / Naoto Fujisaka(Kyoto Sangyo Univ.) |
| Assistant | Hiroyuki Kanbara(Tokyo Inst. of Tech.) / Hisanao Akima(Tohoku Univ.) / Hidehiro Nakano(Tokyo City Univ.) / Hiroyuki Asahara(Okayama Univ. of Science) |
| 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) | Analysis of periodic orbits in dynamic binary neural networks |
| Sub Title (in English) | |
| Keyword(1) | Dynamic binary neural networks |
| Keyword(2) | Dynamical systems |
| Keyword(3) | Periodic orbits |
| Keyword(4) | Stability |
| 1st Author's Name | Kazuma Makita |
| 1st Author's Affiliation | Hosei University(HU) |
| 2nd Author's Name | Ryuji Sato |
| 2nd Author's Affiliation | Hosei University(HU) |
| 3rd Author's Name | Toshimichi Saito |
| 3rd Author's Affiliation | Hosei University(HU) |
| Date | 2016-01-29 |
| Paper # | NC2015-61 |
| Volume (vol) | vol.115 |
| Number (no) | NC-426 |
| Page | pp.pp.25-28(NC), |
| #Pages | 4 |
| Date of Issue | 2016-01-21 (NC) |