2013 Fiscal Year Final Research Report
Complex Networks of Application of Information Processing
| Project/Area Number |
23700269
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Sensitivity informatics/Soft computing
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| Research Institution | The University of Tokushima |
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Principal Investigator |
UWATE Yoko 徳島大学, ソシオテクノサイエンス研究部, 講師 (80582642)
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| Project Period (FY) |
2011 – 2013
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| Keywords | 生物学ニューラルネットワーク / 社会性ネットワーク / スケールフリー / スモールワールド / 学習 / 連想記憶 / パターン認識 / 結合カオス回路ネットワーク |
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| Research Abstract |
In this study, we have investigated the performance of complex networks when the affordable neural network is applied for the information processing. We have focused on the affordable neural networks with scale-rule selection and its learning and generalization abilities. We have also proposed the new network structure which has social network property and have investigated the performance of associative memory. Finally, the proposed artificial neural network was realized by the actual circuit model.
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