Development of Neuron Device with Learning Function
| Project/Area Number |
21560367
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Electron device/Electronic equipment
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| Research Institution | Nihon University |
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Principal Investigator |
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| Project Period (FY) |
2009 – 2011
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| Project Status |
Completed (Fiscal Year 2011)
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| Budget Amount *help |
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2009: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
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| Keywords | 電子デバイス / 集積回路 / 学習 / ニューラルネットワーク / パルス形 / STDP / 連想記憶 / 想起 / ニューロデバイス / 多値メモリセル / ニューロンモデル / 可塑シナプス / 時間窓特性 / 学習則 / 海馬CA3 / シナプス荷重 |
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| Research Abstract |
In this research, construction of brain-type information processing system is aiming at. I studied development of neuron device with learning function. As a result, I proposed new hardware neuron model which is synaptic plasticity depending on the pulse timing, and suggested an artificial neural network of the virtual three-dimensional construction to refer to CA3 of hippocampus. Furthermore, I focus on the hold and recall of the memory in the human brain, proposed a dual network model. It is shown that if the output stimulus is lacking, the proposed network model can recognize this by the reading of input patterns.
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Report
(4 results)
Research Products
(45 results)
