2012 Fiscal Year Final Research Report
Implementation of neural network function to neuron-type conducting polymer and its characteristics
| Project/Area Number |
22560298
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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 |
Electronic materials/Electric materials
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| Research Institution | Ehime University |
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Principal Investigator |
FUJII Masaharu 愛媛大学, 大学院・理工学研究科, 教授 (00127911)
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| Co-Investigator(Renkei-kenkyūsha) |
IHORI Haruo 愛媛大学, 大学院・理工学研究科, 准教授 (70249861)
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| Project Period (FY) |
2010 – 2012
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| Keywords | 導電性高分子 / ニューロン型導電性高分子 / ニューラルネットワーク / シナプス構造 |
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| Research Abstract |
The conducting polymers with neuron-like pattern have been polymerized and can be connected to make a network. The neuron like device or neural network device can be fabricated if three functions are added to the network of conducting polymer: I. Multilayer, II. Non-linear V-I characteristics(threshold function)), III. Weight (i.e. conductivity) control by using signals that pass in the paths of the network. In this research, the methods to add three functions have been investigated. AND and OR logical circuits have set up by a single neuron-like conducting polymer. Furthermore AND logical circuit of multilayer network has been built up by the error correcting learning method.. Synapse-type conducting polymer has been estimated as a synapse-function device using diffusion method and cross potential method. Dopant as Neurotransmitter has been injected and transmitted by diffusion and migration during a gap as synaptic cleft.
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