| Presentation | 2002/3/11 Self-organization of globally continuous and locally distributed information representation Koji WADA, Masato OKADA, Koji KURATA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recent study has revealed that in inferotemporal (IT) cortex, neurons form column structure like V1 But other study implies that, in IT, distributed representation is used. In this paper, we propose a new model of self-organizing map that can explain these two results consistently. In computer simulation, our model formed information representation that is globally topographical but locally distributed. We show that one model can form either of such IT like information representation or V1 like information representation, depending on input space structure. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Self-organization / topographic map / distributed representation / random symmetric connection / infer-otemporal cortex |
| Paper # | NC2001-137 |
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| Committee | NC |
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| Conference Date | 2002/3/11(1days) |
| Place (in Japanese) | (See Japanese page) |
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| 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-organization of globally continuous and locally distributed information representation |
| Sub Title (in English) | |
| Keyword(1) | Self-organization |
| Keyword(2) | topographic map |
| Keyword(3) | distributed representation |
| Keyword(4) | random symmetric connection |
| Keyword(5) | infer-otemporal cortex |
| 1st Author's Name | Koji WADA |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Saitama University:Institute of Physical and chemical Research() |
| 2nd Author's Name | Masato OKADA |
| 2nd Author's Affiliation | Institute of Physical and chemical Research |
| 3rd Author's Name | Koji KURATA |
| 3rd Author's Affiliation | Faculty of Engineering, Ryukyu University |
| Date | 2002/3/11 |
| Paper # | NC2001-137 |
| Volume (vol) | vol.101 |
| Number (no) | 735 |
| Page | pp.pp.- |
| #Pages | 8 |
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