{"title":"Correlation Discriminator of Images in the Class of Fast Neural Networks","authors":"A. Dorogov","doi":"10.1109/scm55405.2022.9794827","DOIUrl":null,"url":null,"abstract":"The paper presents methods for constructing topology and parametric training of fast neural networks (FNN) for tasks of image correlation processing. A mathematical model of the two dimension FNN is described. The connection of fast algorithms with self-similar structures is noted. A method of multiplicative representation of arbitrary discrete images is shown. Algorithms for constructing the FNN topology and training for implementing a correlation image discriminator are proposed.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/scm55405.2022.9794827","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
The paper presents methods for constructing topology and parametric training of fast neural networks (FNN) for tasks of image correlation processing. A mathematical model of the two dimension FNN is described. The connection of fast algorithms with self-similar structures is noted. A method of multiplicative representation of arbitrary discrete images is shown. Algorithms for constructing the FNN topology and training for implementing a correlation image discriminator are proposed.
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
