| Presentation | 2016-05-21 Simple feature quantities 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 studies perodic orbits of dynamic binary neural networks. The network is characterized by a signum activation function and ternary connection parameters. Depending on the parameters and initial condition, the network can generate various periodic orbits in the steady states. Introducing simple feature quantities, we analyze periodic orbits in a simple class of networks. Performing elementory numerical experiments typical examples are demonstrated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Dynamic binary neural networks / Dynamical systems / Steady states / Periodic orbits |
| Paper # | NC2016-1 |
| Date of Issue | 2016-05-14 (NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2016/5/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | University of Toyama |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuo Kobayashi(Kyoto Univ.) / Toshimichi Saito(Hosei Univ.) |
| Vice Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
| Secretary | Yutaka Fukuoka(akita noken) / Shigeo Sato(Kogakuin Univ.) |
| Assistant | Takenori Oida(Kyoto Univ.) / Ryota Horie(Shibaura Inst. of Tech.) / Hiroyuki Kanbara(Tokyo Inst. of Tech.) / Hisanao Akima(Tohoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / 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) | Simple feature quantities of periodic orbits in dynamic binary neural networks |
| Sub Title (in English) | |
| Keyword(1) | Dynamic binary neural networks |
| Keyword(2) | Dynamical systems |
| Keyword(3) | Steady states |
| Keyword(4) | Periodic orbits |
| 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 | 2016-05-21 |
| Paper # | NC2016-1 |
| Volume (vol) | vol.116 |
| Number (no) | NC-59 |
| Page | pp.pp.1-4(NC), |
| #Pages | 4 |
| Date of Issue | 2016-05-14 (NC) |