| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
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| Research Abstract |
In this study, we proposed a new method called "information enhancement" for interpreting the mechanism of neural networks. We tried to interpret all the components and all the possible combinations of the components by this information enhancement. Applied to the self-organizing maps, we found that clear class structure could be produced for interpretation. In addition, we found that the method was related to a new model for neural networks taking into account the social activities of neurons.
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