{"title":"Comparison of Activation Functions in Convolution Neural Network","authors":"Maria Pavlova","doi":"10.1109/TELECOM50385.2020.9299559","DOIUrl":null,"url":null,"abstract":"The Convolution Neural Network (CNN) is a network with an input that is solely images. It is very useful as a powerful instrument for object recognition. This paper presents a part of a research in an area of the object recognition with a CNN for recognition of forest fires. The paper presents the different activation functions used in the CNN and the aim of the paper is a comparison between all of them. There are limitations in this field of research and in this paper information on them is provided.","PeriodicalId":300010,"journal":{"name":"2020 28th National Conference with International Participation (TELECOM)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 28th National Conference with International Participation (TELECOM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TELECOM50385.2020.9299559","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 Convolution Neural Network (CNN) is a network with an input that is solely images. It is very useful as a powerful instrument for object recognition. This paper presents a part of a research in an area of the object recognition with a CNN for recognition of forest fires. The paper presents the different activation functions used in the CNN and the aim of the paper is a comparison between all of them. There are limitations in this field of research and in this paper information on them is provided.
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