| Budget Amount *help |
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
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| Research Abstract |
The purpose of this work is to establish the learning theory and the algorithm acquiring the general knowledge through experiences. The proposed method has a hierarchical structure consisting of a set of first learners and the second learner, in which the first learners estimate models of individual experiences and the second learner leans the learning result of the first learners. We found that the task is described as tensor equations, which can be solved by the higher-rank of self-organizing map (SOM). Furthermore, we developed tensor SOM based on the higher-rank of SOM.
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