{"title":"A modular artificial neural network system for the classification and selection of coatings for a chemical sensor array","authors":"G. Chu, ChengXin Cui, D. Stacey","doi":"10.1109/ICNN.1994.374772","DOIUrl":null,"url":null,"abstract":"An application in the area of chemical and biosensor design has provided the inspiration for research into some of the issues involved with the design and application of modular artificial neural networks (ANNs) for pattern classification tasks. We can divide the development of modular ANNs into two main components: (1) the topological design of the individual modular ANNs and the construction of the assembly of modules; and (2) the analysis of the data sets to be used to train the individual modules. The chemical sensor design task allows us to explore this second component to identify some of the implications for the capture and analysis of data appropriate for the training of modular ANN systems.<<ETX>>","PeriodicalId":209128,"journal":{"name":"Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNN.1994.374772","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
An application in the area of chemical and biosensor design has provided the inspiration for research into some of the issues involved with the design and application of modular artificial neural networks (ANNs) for pattern classification tasks. We can divide the development of modular ANNs into two main components: (1) the topological design of the individual modular ANNs and the construction of the assembly of modules; and (2) the analysis of the data sets to be used to train the individual modules. The chemical sensor design task allows us to explore this second component to identify some of the implications for the capture and analysis of data appropriate for the training of modular ANN systems.<>
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
