II - Multivariate Classification and Machine Learning in HEP

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<!--HTML-->A summary of the history of deep-learning is given and the difference to traditional artificial neural networks is discussed. Advanced methods like convoluted neural networks, recurrent neural networks and unsupervised training are introduced. Interesting examples from this emergi...

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Autor principal: KECK, Thomas
Lenguaje:eng
Publicado: 2016
Materias:
inverted CSC
Acceso en línea:http://cds.cern.ch/record/2135872
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author KECK, Thomas
author_facet KECK, Thomas
author_sort KECK, Thomas
collection CERN
description <!--HTML-->A summary of the history of deep-learning is given and the difference to traditional artificial neural networks is discussed. Advanced methods like convoluted neural networks, recurrent neural networks and unsupervised training are introduced. Interesting examples from this emerging field outside HEP are presented. Possible applications in HEP are discussed.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
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spelling cern-21358722022-11-02T22:32:25Zhttp://cds.cern.ch/record/2135872engKECK, ThomasII - Multivariate Classification and Machine Learning in HEPinverted CERN School of Computing 2016inverted CSC<!--HTML-->A summary of the history of deep-learning is given and the difference to traditional artificial neural networks is discussed. Advanced methods like convoluted neural networks, recurrent neural networks and unsupervised training are introduced. Interesting examples from this emerging field outside HEP are presented. Possible applications in HEP are discussed.oai:cds.cern.ch:21358722016
spellingShingle inverted CSC
KECK, Thomas
II - Multivariate Classification and Machine Learning in HEP
title II - Multivariate Classification and Machine Learning in HEP
title_full II - Multivariate Classification and Machine Learning in HEP
title_fullStr II - Multivariate Classification and Machine Learning in HEP
title_full_unstemmed II - Multivariate Classification and Machine Learning in HEP
title_short II - Multivariate Classification and Machine Learning in HEP
title_sort ii - multivariate classification and machine learning in hep
topic inverted CSC
url http://cds.cern.ch/record/2135872
work_keys_str_mv AT keckthomas iimultivariateclassificationandmachinelearninginhep
AT keckthomas invertedcernschoolofcomputing2016

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