| Presentation | 2012-01-27 Tensor decomposition based on self-organizing map Toru IWASAKI, Saori WADA, Tetsuo FURUKAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The aim of this paper is to develop a nonlinear tensor decomposition algorithm based on the self-organiing map (SOM). The key ideas are (i) adopting the concept of the power of SOM (SOM^n), and (ii) representing the map by orthonormal expantion. The simulation results showed that the proposed algorithm works as it is expected. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | topographic mapping / self-orgnising map / SOM / tensor decomposition / tensor factorization / relational data |
| Paper # | NC2011-114 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2012/1/19(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) | Tensor decomposition based on self-organizing map |
| Sub Title (in English) | |
| Keyword(1) | topographic mapping |
| Keyword(2) | self-orgnising map |
| Keyword(3) | SOM |
| Keyword(4) | tensor decomposition |
| Keyword(5) | tensor factorization |
| Keyword(6) | relational data |
| 1st Author's Name | Toru IWASAKI |
| 1st Author's Affiliation | Department of Brain Science and Engineering, Kyushu Institute of Technology() |
| 2nd Author's Name | Saori WADA |
| 2nd Author's Affiliation | Department of Brain Science and Engineering, Kyushu Institute of Technology |
| 3rd Author's Name | Tetsuo FURUKAWA |
| 3rd Author's Affiliation | Department of Brain Science and Engineering, Kyushu Institute of Technology |
| Date | 2012-01-27 |
| Paper # | NC2011-114 |
| Volume (vol) | vol.111 |
| Number (no) | 419 |
| Page | pp.pp.- |
| #Pages | 6 |
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