| Project/Area Number |
18360191
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
System engineering
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| Research Institution | Waseda University |
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Principal Investigator |
FURUZUKI Takayuki Waseda University, 理工学術院, 教授 (50294905)
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| Co-Investigator(Kenkyū-buntansha) |
平澤 宏太郎 早稲田大学, 大学院・情報生産システム研究科, 教授 (70253474)
間普 真吾 早稲田大学, 大学院・情報生産システム研究科, 助教 (70434321)
嶋田 香 早稲田大学, 付置研究所, 講師 (20454100)
山下 貴志 早稲田大学, 理工学術院, 助手 (20409692)
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| Co-Investigator(Renkei-kenkyūsha) |
HIRASAWA Kotaro 早稲田大学, 理工学術院, 教授 (70253474)
MABU Shingo 早稲田大学, 理工学術院, 助教 (70434321)
SHIMADA Kaoru 早稲田大学, 理工学術院, 客員研究員 (20454100)
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| Project Period (FY) |
2006 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥17,250,000 (Direct Cost: ¥14,400,000、Indirect Cost: ¥2,850,000)
Fiscal Year 2009: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2008: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2007: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2006: ¥4,900,000 (Direct Cost: ¥4,900,000)
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| Keywords | 学習 / 階層構造 / 機能局在 / 進化 / 脳モデル / データ分類 / 時系列予測 / 機能予測 |
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| Research Abstract |
Function localization and layer structure are two basic features of complex systems. In this research, we developed two hierarchical function localized brain-like systems : one is Self-organizing function localized learning system with supervised learning, unsupervised learning and reinforcement learning : the other is function localized genetic network programming. And the developed systems are applied to prediction, control and classification of complex systems.
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