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The Artificial Brain A Desired Fault Tolerance Domain Associative Memory Neural Network Model

Posted on:2011-04-16Degree:MasterType:Thesis
Country:ChinaCandidate:X YuFull Text:PDF
GTID:2208360308962683Subject:Signal and Information Processing
Abstract/Summary:PDF Full Text Request
Human beings are the advanced intelligent lives on the earth. The human brain is the material basis for thinking activities. Artificial brain is a man-made systems, it has the similar function of the brain's information processing. It is a problem to give an associative memory model of artificial brain with expecting fault-tolerant fields.This paper is based on the National Natural Science Foundation project on "artificial brain information processing new neural network model" No.60673101, the scientific and technological project of shandong province No.2007GG3WZ04016 and the National Natural Science Foundation project No.60973048. Learning from the idea of superstring theory, a design method of superstring galaxy associative memory model with expecting fault-tolerant field is proposed by making the sphere mapping and giving the algorithm of galaxy covering. The method better solves a difficult synthesis problem of associative memory models. The superstring galaxy associative memory model designed by the method can have expecting fault-tolerant fields of the samples.
Keywords/Search Tags:Neural Network, Associative Memory, Fault-tolerant Field, Superstring Theory, Galaxy Covering
PDF Full Text Request
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