| Presentation | 2005/7/20 Self-organized maps with locally distributed information representation to nonuniform input space Tomoyuki KIMOTO, Masato OKADA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is known that there are column structures in the V1 and the IT. In addition, recent physiological study has reported that the possibility that the distributed representation is used in the the column structure in the IT. Recently, it is proposed that the advanced self-organizing maps which acquire the information presentation like the V1 and the IT depending on only the structure of the input space. Such a model is interesting in not only the construction of a physiologic model but also the meaning of possibility of a detailed information presentation. In this research, we give the bias to the input space structure, and examined the change in the information presentation of the model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Self-organization / topological map / distributed representation / nonuniformity |
| Paper # | NC2005-33 |
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| Committee | NC |
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| Conference Date | 2005/7/20(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) | Self-organized maps with locally distributed information representation to nonuniform input space |
| Sub Title (in English) | |
| Keyword(1) | Self-organization |
| Keyword(2) | topological map |
| Keyword(3) | distributed representation |
| Keyword(4) | nonuniformity |
| 1st Author's Name | Tomoyuki KIMOTO |
| 1st Author's Affiliation | Oita National College of Technology() |
| 2nd Author's Name | Masato OKADA |
| 2nd Author's Affiliation | Graduate School of Frontier Sciences, University of Tokyo |
| Date | 2005/7/20 |
| Paper # | NC2005-33 |
| Volume (vol) | vol.105 |
| Number (no) | 211 |
| Page | pp.pp.- |
| #Pages | 6 |
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