Towards online triggering for the radio detection of air showers using deep neural networks
The detection of air-shower events via radio signals requires the development of a trigger algorithm for clean discrimination between signal and background events in order to reduce the data stream coming from false triggers. In this contribution we will describe an approach to trigger air-shower ev...
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EDP Sciences
2019-01-01
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Online Access: | https://www.epj-conferences.org/articles/epjconf/pdf/2019/21/epjconf_arena2018_03004.pdf |
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doaj-07896dd2eddb441b8fe0f52a6d5fd3192021-08-02T06:23:56ZengEDP SciencesEPJ Web of Conferences2100-014X2019-01-012160300410.1051/epjconf/201921603004epjconf_arena2018_03004Towards online triggering for the radio detection of air showers using deep neural networksFöhrer FlorianCharnock TomZilles AnneTueros MatiasThe detection of air-shower events via radio signals requires the development of a trigger algorithm for clean discrimination between signal and background events in order to reduce the data stream coming from false triggers. In this contribution we will describe an approach to trigger air-shower events on a single-antenna level aswell as performing an online reconstruction of the shower parameters using neural networks.https://www.epj-conferences.org/articles/epjconf/pdf/2019/21/epjconf_arena2018_03004.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Föhrer Florian Charnock Tom Zilles Anne Tueros Matias |
spellingShingle |
Föhrer Florian Charnock Tom Zilles Anne Tueros Matias Towards online triggering for the radio detection of air showers using deep neural networks EPJ Web of Conferences |
author_facet |
Föhrer Florian Charnock Tom Zilles Anne Tueros Matias |
author_sort |
Föhrer Florian |
title |
Towards online triggering for the radio detection of air showers using deep neural networks |
title_short |
Towards online triggering for the radio detection of air showers using deep neural networks |
title_full |
Towards online triggering for the radio detection of air showers using deep neural networks |
title_fullStr |
Towards online triggering for the radio detection of air showers using deep neural networks |
title_full_unstemmed |
Towards online triggering for the radio detection of air showers using deep neural networks |
title_sort |
towards online triggering for the radio detection of air showers using deep neural networks |
publisher |
EDP Sciences |
series |
EPJ Web of Conferences |
issn |
2100-014X |
publishDate |
2019-01-01 |
description |
The detection of air-shower events via radio signals requires the development of a trigger algorithm for clean discrimination between signal and background events in order to reduce the data stream coming from false triggers. In this contribution we will describe an approach to trigger air-shower events on a single-antenna level aswell as performing an online reconstruction of the shower parameters using neural networks. |
url |
https://www.epj-conferences.org/articles/epjconf/pdf/2019/21/epjconf_arena2018_03004.pdf |
work_keys_str_mv |
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1721240150839656448 |