{"title":"Implementation method for voting of neural networks","authors":"Huang Qian, Zheng Qilun, Fan Wenhao","doi":"10.1109/CIMSA.2004.1397240","DOIUrl":null,"url":null,"abstract":"In this paper, four types of voting schemes generally adopted in competition neural networks has been compared in their rationality, integrity and maneuverability. A novel hardware design approach especially for the most advanced Nash voting scheme is presented. The proposed method simplifies the circuit construction by changing multiplication operations into logarithm operations. The circuit is experimentally measured with PSPICE.","PeriodicalId":102405,"journal":{"name":"2004 IEEE International Conference onComputational Intelligence for Measurement Systems and Applications, 2004. CIMSA.","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2004 IEEE International Conference onComputational Intelligence for Measurement Systems and Applications, 2004. CIMSA.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIMSA.2004.1397240","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
In this paper, four types of voting schemes generally adopted in competition neural networks has been compared in their rationality, integrity and maneuverability. A novel hardware design approach especially for the most advanced Nash voting scheme is presented. The proposed method simplifies the circuit construction by changing multiplication operations into logarithm operations. The circuit is experimentally measured with PSPICE.