| Presentation | 1997/2/7 Self-Organizing Formation of Receptive Fields and Competitive System Satoshi MAEKAWA, Hidefumi SAWAI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Using a synaptic competition by presynaptic factor, local receptive fields with an orientation selectivity can be formed in a self-organizing fashion even though synapses between input and output layers are fully connected. However, as this model has an a priori competitive system called a hypercolumn structure, it might possibly happen that the model can not appropriately represent a hierarchical structure of input information sources. For improving the Situation, we simultaneously realize a selForganizing formation of the competitive system using anti-Hebbian learning and of the receptive fields by synaptic competitive learning. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / self-organization / receptive fields / competitive system / anti-Hebbian / synaptic competition |
| Paper # | NLP96-153,NC96-107 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1997/2/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| 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-Organizing Formation of Receptive Fields and Competitive System |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | self-organization |
| Keyword(3) | receptive fields |
| Keyword(4) | competitive system |
| Keyword(5) | anti-Hebbian |
| Keyword(6) | synaptic competition |
| 1st Author's Name | Satoshi MAEKAWA |
| 1st Author's Affiliation | Communications Research Laboratory() |
| 2nd Author's Name | Hidefumi SAWAI |
| 2nd Author's Affiliation | Communications Research Laboratory |
| Date | 1997/2/7 |
| Paper # | NLP96-153,NC96-107 |
| Volume (vol) | vol.96 |
| Number (no) | 512 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |