| Presentation | 2003/7/24 An Application of Self-Organizing Nural Networks to Module Placement for Gate Array Noritaka SHIGEl, Hiromi MIYAJIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, applying SOMs to module placement for gate array is discussed. In order to overcome the following difficulties: (i) minimizing wire length, and (ii) locating modules on exact positions, we consider several variations on the following issues: a) probability distribution for input stimuli, b) adaptation rule, and c) re-learning. Our simulation results show that 1) there exists a trade-off between the difficulties (i) and (ii), 2) our re-learning scheme pretty much enhances the difficulty (ii), 3) our probability distribution exhibits better performance than the other distributions, and 4) SOM with re-learning is a moderate solution to the difficulties (i) and (ii). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | self-organizing / neural network / re-larning / module placement / gate array / routing cost |
| Paper # | AI2003-10 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2003/7/24(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 | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Application of Self-Organizing Nural Networks to Module Placement for Gate Array |
| Sub Title (in English) | |
| Keyword(1) | self-organizing |
| Keyword(2) | neural network |
| Keyword(3) | re-larning |
| Keyword(4) | module placement |
| Keyword(5) | gate array |
| Keyword(6) | routing cost |
| 1st Author's Name | Noritaka SHIGEl |
| 1st Author's Affiliation | Faculty of Engineering, Kagoshima University() |
| 2nd Author's Name | Hiromi MIYAJIMA |
| 2nd Author's Affiliation | Faculty of Engineering, Kagoshima University |
| Date | 2003/7/24 |
| Paper # | AI2003-10 |
| Volume (vol) | vol.103 |
| Number (no) | 243 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |