| Presentation | 2006-12-05 Memory Search by Parameter Dynamics in Chaotic Neural Network Takayuki KAMEI, Toshiya IWAI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Dynamical properties of the chaotic neural network are sensitive to system parameters. Stored patterns in the network are also considered system parameters, because synaptic weights are constituted from them. We perform numerical experiments of the auto-associative chaotic neural network model for both cases of correlated stored patterns and that uncorrelated stored patterns. The dependence of dynamical properties on both the correlation among stored patterns and parameters is investigated. Using the results, we propose a memory search model that distinguish known pattern from unknown pattern. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Chaos / Neural Network / Memory Search |
| Paper # | NC2006-85 |
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| Committee | NC |
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| Conference Date | 2006/11/28(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| 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) | Memory Search by Parameter Dynamics in Chaotic Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Chaos |
| Keyword(2) | Neural Network |
| Keyword(3) | Memory Search |
| 1st Author's Name | Takayuki KAMEI |
| 1st Author's Affiliation | Department of Computer Science, College of Engineering, Ninon University() |
| 2nd Author's Name | Toshiya IWAI |
| 2nd Author's Affiliation | Department of Computer Science, College of Engineering, Ninon University |
| Date | 2006-12-05 |
| Paper # | NC2006-85 |
| Volume (vol) | vol.106 |
| Number (no) | 407 |
| Page | pp.pp.- |
| #Pages | 6 |
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