2013 Fiscal Year Final Research Report
Visualization of a picture for information science and computer science
| Project/Area Number |
20240020
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| Research Category |
Grant-in-Aid for Scientific Research (A)
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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 | The University of Tokyo |
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Principal Investigator |
OKADA Masato 東京大学, 新領域創成科学研究科, 教授 (90233345)
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| Co-Investigator(Kenkyū-buntansha) |
OMORI Toshiaki 神戸大学, 大学院工学研究科, 准教授 (10391898)
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| Co-Investigator(Renkei-kenkyūsha) |
TAKAHASHI Shigeo 東京大学, 大学院新領域創成科学研究科, 准教授 (40292619)
INOUE Masato 早稲田大学, 先進理工学部, 教授 (70376953)
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| Project Period (FY) |
2008-04-08 – 2013-03-31
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| Keywords | 情報統計力学 / 可視化 / 次元圧縮 / クラスタリング / ビッグデータ / イメージング / 潜在構造 / ベイズ推論 |
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| Research Abstract |
The purpose of this project is to study the method for visualizing a picture in the mind of a human formed from experience and learning by using machine learning. More specifically, we visualize a picture for information science and computer science by using the statistical mechanical method. As a result, we visualize a picture for various systems such as associative memory model with synaptic depression, combinatorial optimization problem such as K satisfiability problem, and the information processing with quantum fluctuation.
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