| Presentation | 1994/7/21 Effects of the Chaotic Noise on the Performance of a Neural Network Model Yoshinori Hayakawa, Yasuji Sawada, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We studied effects of chaos added to the dynamics of a neural network model.By numerical simulations,we found the neural network with forcing by chaotic noise operated very efficiently to solve an optimization problem.We also showed that short time correlation of chaos was relevant to the dynamics of the network and it could work effectively for global minima search. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | NEURAL NETWORK / MODEL / CHAOS / OPTIMIZATION PROBLEM |
| Paper # | NLP94-39 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1994/7/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Effects of the Chaotic Noise on the Performance of a Neural Network Model |
| Sub Title (in English) | |
| Keyword(1) | NEURAL NETWORK |
| Keyword(2) | MODEL |
| Keyword(3) | CHAOS |
| Keyword(4) | OPTIMIZATION PROBLEM |
| 1st Author's Name | Yoshinori Hayakawa |
| 1st Author's Affiliation | Research Institute of Electrical Communication,Tohoku University() |
| 2nd Author's Name | Yasuji Sawada |
| 2nd Author's Affiliation | Research Institute of Electrical Communication,Tohoku University |
| Date | 1994/7/21 |
| Paper # | NLP94-39 |
| Volume (vol) | vol.94 |
| Number (no) | 160 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |