| Presentation | 1996/12/14 A Neural Network Model between the Area V1 and the Area IT Satoru Kato, Susumu Horiguchi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It has been well known that orientation-selective cells in the striate cortex are organized as the spatial structure in the area V1 of the visual cortex, and stimulus-selective cells in the area IT only respond to simple geometrical patterns. However, the neural network structure and its learning principle between the area V1 and the area IT have not been studied sufficiently. This paper considers a neural network model between the area V1 and the area IT as well as its learning principle. We propose a hierarchical neural network based on the Kohonen's self-organizing model. Experimental results show that the hierarchical neural network organize orientation-selective cells in the area V1 and stimulus-selective cells responding to simple geometrical patterns in the area IT. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Area V1 / Area IT / Kohonen self-organization / Hierarchical Neural Network mode |
| Paper # | NC96-73 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1996/12/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | A Neural Network Model between the Area V1 and the Area IT |
| Sub Title (in English) | |
| Keyword(1) | Area V1 |
| Keyword(2) | Area IT |
| Keyword(3) | Kohonen self-organization |
| Keyword(4) | Hierarchical Neural Network mode |
| 1st Author's Name | Satoru Kato |
| 1st Author's Affiliation | Graduate School of Information Science Japan Advanced Institute of Science and Technology (JAIST)() |
| 2nd Author's Name | Susumu Horiguchi |
| 2nd Author's Affiliation | Graduate School of Information Science Japan Advanced Institute of Science and Technology (JAIST) |
| Date | 1996/12/14 |
| Paper # | NC96-73 |
| Volume (vol) | vol.96 |
| Number (no) | 430 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |