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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| Project Status |
Completed (Fiscal Year 2013)
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| Budget Amount *help |
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
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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 / 複雑ネットワーク / ニューラルネットワーク / 結合発振器ネットワーク / 同期現象 / クラスタリング現象 / ネットワークトポロジー / 複雑系ネットワーク / 国際情報交流 |
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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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Report
(4 results)
Research Products
(56 results)
