| Presentation | 2023-11-12 Analysis of a simple network topology for optimizer based on spiking-neural oscillator networks Tomoyuki Sasaki, Hidehiro Nakano, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Optimizer based on Spiking Neural-oscillator Networks (OSNNs) are one of the deterministic PSO methods, which are based on dynamics of spiking neural-oscillator networks. In OSNNs, each particle consists of plural spiking oscillators and is coupled with other spiking oscillators by the Ring 1-way network. The Ring 1-way network affects search performances of OSNNs. However, an effectiveness of the Ring 1-way network topology to OSNNs have not been clarified. In this study, we theoretically analyzed the Ring 1-way OSNNs in more detail. In addition, in order to demonstrate analytical results, we conducted numerical simulations and discussed the simulation results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Swarm intelligence algorithm / black-box optimization problem / particle swarm optimization / spiking oscillator / spiking oscillator networks |
| Paper # | CCS2023-34 |
| Date of Issue | 2023-11-04 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2023/11/11(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toyama Prefectural University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | CCS, etc. |
| Chair | Masaki Aida(TMU) |
| Vice Chair | Hidehiro Nakano(Tokyo City Univ.) / Atsushi Uchida(Saitama Univ.) |
| Secretary | Hidehiro Nakano(Shibaura Inst. of Tech.) / Atsushi Uchida(Shonan Inst. of Tech.) |
| Assistant | Hiroyuki Yasuda(Univ. of Tokyo) / Miki Kobayashi(Rissho Univ.) / Kazutaka Kanno(Saitama Univ.) / Naoya Fujiwara(Tohoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of a simple network topology for optimizer based on spiking-neural oscillator networks |
| Sub Title (in English) | |
| Keyword(1) | Swarm intelligence algorithm |
| Keyword(2) | black-box optimization problem |
| Keyword(3) | particle swarm optimization |
| Keyword(4) | spiking oscillator |
| Keyword(5) | spiking oscillator networks |
| 1st Author's Name | Tomoyuki Sasaki |
| 1st Author's Affiliation | Shonan Institute of Technology(SIT) |
| 2nd Author's Name | Hidehiro Nakano |
| 2nd Author's Affiliation | Tokyo City University(TCU) |
| Date | 2023-11-12 |
| Paper # | CCS2023-34 |
| Volume (vol) | vol.123 |
| Number (no) | CCS-253 |
| Page | pp.pp.53-57(CCS), |
| #Pages | 5 |
| Date of Issue | 2023-11-04 (CCS) |