| Presentation | 2022-06-10 Swarm intelligence algorithm based on spiking neural-oscillator networks, coupling interactions and solving performances 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 (OSNN) are one of the deterministic swarm intelligencealgorithms, which consist of plural simple spiking oscillators. In OSNN, these spiking oscillators can search a good solution effectively by interacting with each other. Due to such interactions, a spiking oscillator can take a synchronization search or asynchronization search. However, parameter conditions, which determine a synchronization search or asynchronization search, are not clarified. In this paper, we analyze such interactions among spiking oscillators using simple network topology, and clarify the parameter conditions. In addition, we investigate relationship between search performances of OSNN and such synchronization and asynchronization search. |
| 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 # | NLP2022-22,CCS2022-22 |
| Date of Issue | 2022-06-02 (NLP, CCS) |
| Conference Information | |
| Committee | CCS / NLP |
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| Conference Date | 2022/6/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Megumi Akai(Hokkaido Univ.) / Akio Tsuneda(Kumamoto Univ.) |
| Vice Chair | Masaki Aida(TMU) / Hidehiro Nakano(Tokyo City Univ.) / Hiroyuki Torikai(Hosei Univ.) |
| Secretary | Masaki Aida(TDK) / Hidehiro Nakano(Shibaura Insti. of Tech.) / Hiroyuki Torikai(Sojo Univ.) |
| Assistant | Tomoyuki Sasaki(Shonan Instit. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Miki Kobayashi(Rissho Univ.) / " Hiroyuki YASUDA(The Univ. of Tokyo) / Yuichi Yokoi(Nagasaki Univ.) / Yoshikazu Yamanaka(Utsunomiya Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences / 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) | Swarm intelligence algorithm based on spiking neural-oscillator networks, coupling interactions and solving performances |
| 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 | 2022-06-10 |
| Paper # | NLP2022-22,CCS2022-22 |
| Volume (vol) | vol.122 |
| Number (no) | NLP-65,CCS-66 |
| Page | pp.pp.111-116(NLP), pp.111-116(CCS), |
| #Pages | 6 |
| Date of Issue | 2022-06-02 (NLP, CCS) |