Fernández Ruiz Mario, Bussons Gordo Javier, P. Manuel, Monstein Christian
{"title":"Automatic detection of e-Callisto solar radio bursts by Deep Neural Networks","authors":"Fernández Ruiz Mario, Bussons Gordo Javier, P. Manuel, Monstein Christian","doi":"10.23919/AT-AP-RASC54737.2022.9814298","DOIUrl":null,"url":null,"abstract":"The aim of this work is to build a complete system based on deep neural networks for automated burst recognition in radio spectrograms delivered by ground-based solar observatories.In this summary paper, the automatic system is described stage by stage and preliminary results for a sample observatory are presented.","PeriodicalId":356067,"journal":{"name":"2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC)","volume":"48 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/AT-AP-RASC54737.2022.9814298","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 aim of this work is to build a complete system based on deep neural networks for automated burst recognition in radio spectrograms delivered by ground-based solar observatories.In this summary paper, the automatic system is described stage by stage and preliminary results for a sample observatory are presented.