{"title":"Graphics processing unit implementation of Hidden Markov models","authors":"T. Gultyaeva, A. Sautin, V. Uvarov","doi":"10.1109/APEIE.2014.7040749","DOIUrl":null,"url":null,"abstract":"The article presents a method of Graphics Processing Unit (GPU) implementation of Hidden Markov Models (HMM) for the task of multidimensional sequences classification. The execution times of method on Central Processing Unit (CPU) and GPU were compared.","PeriodicalId":202524,"journal":{"name":"2014 12th International Conference on Actual Problems of Electronics Instrument Engineering (APEIE)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 12th International Conference on Actual Problems of Electronics Instrument Engineering (APEIE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APEIE.2014.7040749","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 article presents a method of Graphics Processing Unit (GPU) implementation of Hidden Markov Models (HMM) for the task of multidimensional sequences classification. The execution times of method on Central Processing Unit (CPU) and GPU were compared.
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
