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Essentials of Pattern Recognition最新文献

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Handling Diverse Data Formats 处理不同的数据格式
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.015
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引用次数: 0
Information Theory and Decision Trees 信息理论与决策树
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.014
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引用次数: 0
Index 指数
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.023
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引用次数: 0
Convolutional Neural Networks 卷积神经网络
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.021
Jianxin Wu
{"title":"Convolutional Neural Networks","authors":"Jianxin Wu","doi":"10.1017/9781108650212.021","DOIUrl":"https://doi.org/10.1017/9781108650212.021","url":null,"abstract":"5 The convolution layer 13 5.1 What is a convolution? . . . . . . . . . . . . . . . . . . . . . . . . 13 5.2 Why to convolve? . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 5.3 Convolution as matrix product . . . . . . . . . . . . . . . . . . . 17 5.4 The Kronecker product . . . . . . . . . . . . . . . . . . . . . . . 19 5.5 Backward propagation: updating the parameters . . . . . . . . . 20 5.6 Even higher dimensional indicator matrices . . . . . . . . . . . . 22 5.7 Backward propagation: preparing the supervision signal for the previous layer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23 5.8 Fully connected layer as a convolution layer . . . . . . . . . . . . 25","PeriodicalId":141245,"journal":{"name":"Essentials of Pattern Recognition","volume":"219 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121955487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fisher’s Linear Discriminant 费雪线性判别法
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1007/978-1-4419-9863-7_100500
Jianxin Wu
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引用次数: 10
Mathematical Background 数学背景
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.004
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引用次数: 0
Introduction and Overview 简介与概述
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.002
M. Gilchriese
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引用次数: 0
Domain-Independent Feature Extraction 领域独立特征提取
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.007
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引用次数: 0
Plates 盘子
Essentials of Pattern Recognition Pub Date : 2020-11-19 DOI: 10.1017/9781108650212.024
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引用次数: 0
Classifiers and Tools 分类器和工具
Essentials of Pattern Recognition Pub Date : 2020-11-01 DOI: 10.1017/9781108650212.011
Jianxin Wu
{"title":"Classifiers and Tools","authors":"Jianxin Wu","doi":"10.1017/9781108650212.011","DOIUrl":"https://doi.org/10.1017/9781108650212.011","url":null,"abstract":"","PeriodicalId":141245,"journal":{"name":"Essentials of Pattern Recognition","volume":"110 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113954000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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