{"title":"A design strategy for logical neural networks","authors":"T. Stonham, R. Al-Alawi","doi":"10.1109/ICSYSE.1991.161151","DOIUrl":null,"url":null,"abstract":"The functionality of a neural network determines the generalization properties. Multilayer networks have a restricted functionality. This is determined by the topology of the network and, in particular, the number of nodes and the method of interconnection. The authors present a strategy whereby a given logical neural network structure can be evaluated in order to determine whether it will support the functionality implied by a given training set.<<ETX>>","PeriodicalId":250037,"journal":{"name":"IEEE 1991 International Conference on Systems Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE 1991 International Conference on Systems Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSYSE.1991.161151","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
The functionality of a neural network determines the generalization properties. Multilayer networks have a restricted functionality. This is determined by the topology of the network and, in particular, the number of nodes and the method of interconnection. The authors present a strategy whereby a given logical neural network structure can be evaluated in order to determine whether it will support the functionality implied by a given training set.<>
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