| Presentation | 1998/3/19 Analyses of fixed point attractors in a phase-oscillator neural network Hiroaki Wagatsuma, Yoko Yamaguchi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The neural network analyzed in this paper consists of phase oscillators. They are mutually coupled by pulse density as a threshold output. The network is known to have either point attractors or limit cycle attractors. The present paper is focused on analyses of fixed points in the phase-oscillator neural network. We show that the stability condition for fixed point attractors is found to be identical with the description of a McCulloch-Pitts type of neural network. This identical relation helps us to design the phase-oscillator neural network as an associative memory network with fixed point attractors. It is concluded that the phase-oscillator neural network is a comprehensive description of neural networks with various types of attractors. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | oscillator neural network / phase oscillator / associative memory / fixed point attractor |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1998/3/19(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analyses of fixed point attractors in a phase-oscillator neural network |
| Sub Title (in English) | |
| Keyword(1) | oscillator neural network |
| Keyword(2) | phase oscillator |
| Keyword(3) | associative memory |
| Keyword(4) | fixed point attractor |
| 1st Author's Name | Hiroaki Wagatsuma |
| 1st Author's Affiliation | Dept.Information Sciences, College of Science and Engineering, Tokyo Denki University() |
| 2nd Author's Name | Yoko Yamaguchi |
| 2nd Author's Affiliation | Dept.Information Sciences, College of Science and Engineering, Tokyo Denki University |
| Date | 1998/3/19 |
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| Volume (vol) | vol.97 |
| Number (no) | 623 |
| Page | pp.pp.- |
| #Pages | 8 |
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