Simulating brain functions based on computational learning theory
| Project/Area Number |
23300055
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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 |
Intelligent informatics
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| Research Institution | The University of Electro-Communications |
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Principal Investigator |
NISHINO Tetsuro 電気通信大学, 情報理工学(系)研究科, 教授 (10198484)
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| Co-Investigator(Kenkyū-buntansha) |
TANAKA Shigeru 電気通信大学, 大学院・情報理工学研究科, 特任教授 (70281706)
YAMAZAKI Tadashi 理化学研究所, 脳科学総合研究センター, 研究員 (40392162)
HOKI Kunihito 電気通信大学, 先端領域教育研究センター, 特任助教 (00436081)
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| Project Period (FY) |
2011-04-01 – 2014-03-31
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| Project Status |
Completed (Fiscal Year 2013)
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| Budget Amount *help |
¥19,110,000 (Direct Cost: ¥14,700,000、Indirect Cost: ¥4,410,000)
Fiscal Year 2013: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2012: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2011: ¥9,100,000 (Direct Cost: ¥7,000,000、Indirect Cost: ¥2,100,000)
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| Keywords | 学習と知識獲得 / 脳科学 / 計算論的学習 / 記憶 / 運動 / 思考 |
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| Research Abstract |
In this study, we construct various models of brain functions, such as motion, thinking and memory based on computational learning theory, and analyze their behavior in the following fashion: (1) we construct a state transition model for the motion and simulate the robot motion using this model, (2) we construct a neural network model for the memory and analyze its behavior, and (3) we design an efficient algorithm for card game playing using Monte Carlo Simulation. Finally we construct a unified methodology for simulating brain functions based on the above results.
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Report
(4 results)
Research Products
(34 results)
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[Presentation] UNL Ontology Visualization for Web2012
Author(s)
Khan Md. Anwarus Salam, Hiroshi Uchida, Setsuo Yamada and Tetsuro Nishino
Organizer
13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel / Distributed Computing (SNPD 2012)
Place of Presentation
Kyoto, Japan
Related Report
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