Presentation | 2003/1/28 Modular Network SOM : Self organization of a group of function models Kazuhiro TOKUNAGA, Tetsuo FURUKAWA, Syozo YASUI, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper proposes Modular Netowork SOM (MNSOM) , in which the neuronal units of Self-Organizing Maps (SOM) are replaced by a set of Multi-Layer Perceptrons (MLP) . In order to show the effectiveness of MNSOM, MNSOM was made for a family of cubic functions, as well as a group of functions that resemble direction-sensitive simple cells in the visual cortex. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Self-Organizing Maps / modular networks / neighborhood function |
Paper # | NC2002-130 |
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Committee | NC |
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Conference Date | 2003/1/28(1days) |
Place (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) | Modular Network SOM : Self organization of a group of function models |
Sub Title (in English) | |
Keyword(1) | Self-Organizing Maps |
Keyword(2) | modular networks |
Keyword(3) | neighborhood function |
1st Author's Name | Kazuhiro TOKUNAGA |
1st Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology() |
2nd Author's Name | Tetsuo FURUKAWA |
2nd Author's Affiliation | Faculty of Computer Science and Systems Engineering, Kyushu Institute of Technology |
3rd Author's Name | Syozo YASUI |
3rd Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology |
Date | 2003/1/28 |
Paper # | NC2002-130 |
Volume (vol) | vol.102 |
Number (no) | 628 |
Page | pp.pp.- |
#Pages | 5 |
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