| Presentation | 2007-03-16 An Application to Pattern Generation Based on Backward Projection of Self-Organized Feature Map : In Case of Face Mark 'Emoticon' Takahiro ISHIGUMA, Hiroshi WAKUYA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A major feature of the self-organizing map (SOM) is a topology-preserving projection between the input and competitive layers. Based on its distinctive nature, a new method for generating patterns through backward projection is proposed recently. In order to carry out further consideration, two kinds of revisions are tried. One is projecting backward from same firing area, not a point, in the competitive layer to the input layer, and the other is producing an animation as a series of backward-projected patterns along with a pathway between two training data. As a result of computer simulations, both of them show good performance and it is also confirmed their effectiveness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | backward projection / pattern generation / self-organizing map / emoticon |
| Paper # | NC2006-209 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2007/3/9(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 Application to Pattern Generation Based on Backward Projection of Self-Organized Feature Map : In Case of Face Mark 'Emoticon' |
| Sub Title (in English) | |
| Keyword(1) | backward projection |
| Keyword(2) | pattern generation |
| Keyword(3) | self-organizing map |
| Keyword(4) | emoticon |
| 1st Author's Name | Takahiro ISHIGUMA |
| 1st Author's Affiliation | Faculty of Science and Engineering, Saga University() |
| 2nd Author's Name | Hiroshi WAKUYA |
| 2nd Author's Affiliation | Faculty of Science and Engineering, Saga University |
| Date | 2007-03-16 |
| Paper # | NC2006-209 |
| Volume (vol) | vol.106 |
| Number (no) | 590 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |