| Presentation | 1996/12/14 An Incremental Learning Method with Relearning Recalled Interfered Patterns : A New Recalling Procedure Nobuhiko YAMAGUCHI, Koichiro YAMAUCHI, Naohiro ISHII, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a new incremental learning method for Neural Networks. If a neural network is trained to memorize novel patterns only by their presentation, the network will forget some patterns that has been already learnt. This problem is caused by the fact that the learning of novel patterns usually interferes in the internal representation corresponding to the old training patterns. In the new method, the network recalls the patterns which seem to be interfered in by the novel patterns, and then learns both novel and recalled patterns. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sequential learning / Append learning / Interfered pattern / Recall / GRBF |
| Paper # | NC96-61 |
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| Committee | NC |
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| Conference Date | 1996/12/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | An Incremental Learning Method with Relearning Recalled Interfered Patterns : A New Recalling Procedure |
| Sub Title (in English) | |
| Keyword(1) | Sequential learning |
| Keyword(2) | Append learning |
| Keyword(3) | Interfered pattern |
| Keyword(4) | Recall |
| Keyword(5) | GRBF |
| 1st Author's Name | Nobuhiko YAMAGUCHI |
| 1st Author's Affiliation | Department of Intelligence and Computer Science,Nagoya Institute of Technology() |
| 2nd Author's Name | Koichiro YAMAUCHI |
| 2nd Author's Affiliation | Department of Intelligence and Computer Science,Nagoya Institute of Technology |
| 3rd Author's Name | Naohiro ISHII |
| 3rd Author's Affiliation | Department of Intelligence and Computer Science,Nagoya Institute of Technology |
| Date | 1996/12/14 |
| Paper # | NC96-61 |
| Volume (vol) | vol.96 |
| Number (no) | 430 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |