| Presentation | 2011-06-30 Characteristics of Synchronization in Newman-Watts type Chaotic Neural Networks Manabu SHIBASAKI, Masaharu ADACHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, characteristics of synchronization in Newman-Watts type chaotic neural networks are investigated. Mahdi has been reported on characteristics of synchronization in Newman-Watts model with Hindmarsh-Rose neuron. We intend to compare our result with Mahdi's one. In concrete, We examined for networks whose constituent neurons are not identical for its parameter values. Characteristics of synchronization are evaluated by average synchronization error in the networks for various values of a global coupling strength and the shortcut probability for the Newman-Watts model. Then, synchronizing cluster of neurons in the networks is investigated. As a result, characteristics of synchronization of the chaotic neural networks are different from that of Hindmarsh-Rose neurons. It decreases with increase of global coupling strength. We also find that recombinations of the neurons in clusters occur in the chaotic neural networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Newman-Watts model / chaotic neural network / synchronization / complex network |
| Paper # | NLP2011-27 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2011/6/23(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Characteristics of Synchronization in Newman-Watts type Chaotic Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Newman-Watts model |
| Keyword(2) | chaotic neural network |
| Keyword(3) | synchronization |
| Keyword(4) | complex network |
| 1st Author's Name | Manabu SHIBASAKI |
| 1st Author's Affiliation | Graduate School of Engineering, Tokyo Denki University() |
| 2nd Author's Name | Masaharu ADACHI |
| 2nd Author's Affiliation | Graduate School of Engineering, Tokyo Denki University |
| Date | 2011-06-30 |
| Paper # | NLP2011-27 |
| Volume (vol) | vol.111 |
| Number (no) | 106 |
| Page | pp.pp.- |
| #Pages | 6 |
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