An Architecture and Its Signal Processing Techniques Based on the Self-Organizing Map from the Viewpoint of Theory and/or Application
| Project/Area Number |
20500208
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Sensitivity informatics/Soft computing
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| Research Institution | Saga University |
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Principal Investigator |
WAKUYA Hiroshi 佐賀大学, 大学院・工学系研究科, 准教授 (40264147)
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| Project Period (FY) |
2008 – 2011
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| Project Status |
Completed (Fiscal Year 2011)
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| Budget Amount *help |
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2008: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
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| Keywords | 自己組織化マップ / 時系列信号処理 / 発散式学習 / パターン生成 / オンライン手書き文字認識 / 観光情報解析 / 携帯情報端末 / シーズ志向 / 発散式学習法 / 頑健性 / 距離尺度 / 佐賀県観光データ / Android携帯端末 / 欠損データ / 位置ずれ / 時間伸縮 |
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| Research Abstract |
A self-organizing map (SOM) is now one of popular tools for signal conversion, and used in the various kinds of research fields. From the viewpoint of seeds-oriented approach, three kinds of topics are dealt with in this study as follows:
i) constructing new architectures
ii) developing new signal processing techniques
and iii) their applications.
Then, several methods including temporal signal processing, partial data processing, and divergent training, are investigated.
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Report
(6 results)
Research Products
(68 results)
