利用自适应增益、自适应动量和自适应学习率加速反向传播算法在分类问题上的学习性能

{"title":"利用自适应增益、自适应动量和自适应学习率加速反向传播算法在分类问题上的学习性能","authors":"Norhamreeza Abdul Hamid, Nazri M. Nawi, R. Ghazali, M. Salleh","doi":"10.1007/978-3-642-20998-7_62","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":106765,"journal":{"name":"International Conference on Ubiquitous Computing and Multimedia Applications","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"45","resultStr":"{\"title\":\"Accelerating Learning Performance of Back Propagation Algorithm by Using Adaptive Gain Together with Adaptive Momentum and Adaptive Learning Rate on Classification Problems\",\"authors\":\"Norhamreeza Abdul Hamid, Nazri M. Nawi, R. Ghazali, M. Salleh\",\"doi\":\"10.1007/978-3-642-20998-7_62\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":106765,\"journal\":{\"name\":\"International Conference on Ubiquitous Computing and Multimedia Applications\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-04-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"45\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Ubiquitous Computing and Multimedia Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/978-3-642-20998-7_62\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Ubiquitous Computing and Multimedia Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/978-3-642-20998-7_62","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}