| Presentation | 1999/9/22 The Self-Feedback Controlled Chaotic Neural Network and its Application to the Multi-Layer Channel Routing Masaya OHTA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The chaotic neural network has a characteristic of escape from a local minimal point of the energy function, so that it can find a global minimal point easier than by the Hopfield model. However it is sometime difficult to escape by the chaotic behavior. To overcome it, the self-feedback controlled Chaotic Neural Network is proposed. The proposed system can perceive to be caught in a local minimal point and escape from it by reinforcing its own self-feedback connection autonomously. To confirm the effectiveness of the proposed system, it is applied to the multi-layer channel routing problem. It is confirmed from experimental results that although an iteration steps to get the optimal solution increases, a frequency to get the optimal solution is vastly improved. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | chaos / neural network / negative self-feedback / multi-layer channel routing problem / local minimum |
| Paper # | NLP99-101 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1999/9/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| 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) | The Self-Feedback Controlled Chaotic Neural Network and its Application to the Multi-Layer Channel Routing |
| Sub Title (in English) | |
| Keyword(1) | chaos |
| Keyword(2) | neural network |
| Keyword(3) | negative self-feedback |
| Keyword(4) | multi-layer channel routing problem |
| Keyword(5) | local minimum |
| 1st Author's Name | Masaya OHTA |
| 1st Author's Affiliation | Osaka Electro-Communication University() |
| Date | 1999/9/22 |
| Paper # | NLP99-101 |
| Volume (vol) | vol.99 |
| Number (no) | 324 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |