Creating a Brain Computational Theory for Intelligent Information Processing Systems with Engineering Applications
| Project/Area Number |
23500286
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Sensitivity informatics/Soft computing
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| Research Institution | University of Hyogo |
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Principal Investigator |
MATSUI Nobuyuki 兵庫県立大学, 工学(系)研究科(研究院), 教授 (10173783)
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| Co-Investigator(Kenkyū-buntansha) |
NISHIMURA Haruhiko 兵庫県立大学, 大学院・応用情報科学研究科, 教授 (40218201)
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| Co-Investigator(Renkei-kenkyūsha) |
ISOKAWA Teijiro 兵庫県立大学, 大学院・工学研究科, 准教授 (70336832)
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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 |
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
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| Keywords | 四元数 / 量子情報 / ニューラルネットワーク / 遺伝アルゴリズム / 粒子群最適化法 / シナジェティックコンピュータ / 連想記憶 / 知的情報処理支援 / 四元数ニューラルネットワーク / 量子粒子群最適化 / 四元数活性化関数 / 確率共振 / 医療診断支援システム / 四元数局所解析 / 量子ビット遺伝アルゴリズム / 医療情報処理支援システム / 複雑ネットワーク / 複素数シナジェティックコンピュータ / 量子ビット / 画像処理 |
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| Research Abstract |
This research aims at creating a brain computational theory,inspired by the highly creative functions of human brain,in order to overcome the limits of traditional computational algorithm.We introduced hyper-complex numbers and quantum information theory into computational theories,and established a new prospect for soft-computation by examining these theories from various points of view.Our model proved itself to have a high potential for a brain computational algorithm,and we could apply it to models for supporting image processing, pattern recognition and those for various diagnoses in order to develop new intelligent information systems.
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Report
(4 results)
Research Products
(87 results)
