Development of Web Based Teaching Materials for Generalization Ability Improvement by Noise Injection Learning
| Project/Area Number |
20500861
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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 |
Educational technology
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| Research Institution | Wakayama Shin-ai Women's Junior College |
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Principal Investigator |
OHYAMA Terumitsu Wakayama Shin-ai Women's Junior College, 生活文化学科, 教授 (40271481)
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| Co-Investigator(Renkei-kenkyūsha) |
MIYOSHI Kunio 和歌山信愛女子短期大学, 生活文化学科, 教授 (10290462)
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| Project Period (FY) |
2008 – 2010
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| Project Status |
Completed (Fiscal Year 2010)
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| Budget Amount *help |
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
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| Keywords | e-ラーニング / ノイズ重畳学習 / ニューラルネットワーク / 教材開発 / 教育工学 / 神経科学 / 知能情報学 |
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| Research Abstract |
To elucidate the mechanism of noise injection learning method, we discuss the structurization of the neural network and learning simulations, and touch-typing skill learning. As a result, the practice time of touch-typing has increased 129%, and the touch-typing skill has improved remarkably by using noise injection learning. In addition, we developed web-based education system and learning management system named "Class Web".
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Report
(4 results)
Research Products
(13 results)
