| Presentation | 1998/11/17 Transformation of unlearning ability in neural networks to simulated annealing algorithm. Takatoshi Sakaue, Yoshihide Tamori, Ryoji Suzuki, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Concerning a learning algorithm which stores patterns and their complmentary components to decraese probability of converging spurious memories, we studied how the complementary components work to decrease the probability. The learning algorithm is compared to unlearning ability of controlling temperature in simulated annealing. And the complementary components are converted into pseudo temperature of neural networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Unlearning / Spurious memories / Simulated annealing / Complementaly components |
| Paper # | NC98-62 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1998/11/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| 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) | Transformation of unlearning ability in neural networks to simulated annealing algorithm. |
| Sub Title (in English) | |
| Keyword(1) | Unlearning |
| Keyword(2) | Spurious memories |
| Keyword(3) | Simulated annealing |
| Keyword(4) | Complementaly components |
| 1st Author's Name | Takatoshi Sakaue |
| 1st Author's Affiliation | Human Information Systems Laboratories, KIT() |
| 2nd Author's Name | Yoshihide Tamori |
| 2nd Author's Affiliation | Human Information Systems Laboratories, KIT |
| 3rd Author's Name | Ryoji Suzuki |
| 3rd Author's Affiliation | Human Information Systems Laboratories, KIT |
| Date | 1998/11/17 |
| Paper # | NC98-62 |
| Volume (vol) | vol.98 |
| Number (no) | 401 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |