Deep Learning driven by Big Data
Invited lecture on ''Deep Learning driven by Big Data'' in the Cloud Computing and Big Data course at the University of Iceland. The lecture first introduces to the limitations of a linear perceptron model and how Artificial Neural Networks (ANNs) can solve non-linearly separable...
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ftfzjuelichnvdb:oai:juser.fz-juelich.de:888539 2023-05-15T16:47:39+02:00 Deep Learning driven by Big Data Cavallaro, Gabriele DE 2020 https://juser.fz-juelich.de/record/888539 https://juser.fz-juelich.de/search?p=id:%22FZJ-2020-05003%22 eng eng info:eu-repo/semantics/altIdentifier/hdl/2128/26416 https://juser.fz-juelich.de/record/888539 https://juser.fz-juelich.de/search?p=id:%22FZJ-2020-05003%22 info:eu-repo/semantics/openAccess Lecture at University of Iceland (Online event, Online event), 20 Oct 2020 - 20 Oct 2020 info:eu-repo/semantics/lecture info:eu-repo/semantics/publishedVersion 2020 ftfzjuelichnvdb 2022-07-14T11:21:20Z Invited lecture on ''Deep Learning driven by Big Data'' in the Cloud Computing and Big Data course at the University of Iceland. The lecture first introduces to the limitations of a linear perceptron model and how Artificial Neural Networks (ANNs) can solve non-linearly separable data sets. Then, it explains how Convolutional Neural Networks (CNNs) can solve image recognition tasks. Finally it is demonstrates how to tune the parameters of the networks with the backpropagation algorithm. Lecture Iceland Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources) |
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Open Polar |
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Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources) |
op_collection_id |
ftfzjuelichnvdb |
language |
English |
description |
Invited lecture on ''Deep Learning driven by Big Data'' in the Cloud Computing and Big Data course at the University of Iceland. The lecture first introduces to the limitations of a linear perceptron model and how Artificial Neural Networks (ANNs) can solve non-linearly separable data sets. Then, it explains how Convolutional Neural Networks (CNNs) can solve image recognition tasks. Finally it is demonstrates how to tune the parameters of the networks with the backpropagation algorithm. |
format |
Lecture |
author |
Cavallaro, Gabriele |
spellingShingle |
Cavallaro, Gabriele Deep Learning driven by Big Data |
author_facet |
Cavallaro, Gabriele |
author_sort |
Cavallaro, Gabriele |
title |
Deep Learning driven by Big Data |
title_short |
Deep Learning driven by Big Data |
title_full |
Deep Learning driven by Big Data |
title_fullStr |
Deep Learning driven by Big Data |
title_full_unstemmed |
Deep Learning driven by Big Data |
title_sort |
deep learning driven by big data |
publishDate |
2020 |
url |
https://juser.fz-juelich.de/record/888539 https://juser.fz-juelich.de/search?p=id:%22FZJ-2020-05003%22 |
op_coverage |
DE |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
Lecture at University of Iceland (Online event, Online event), 20 Oct 2020 - 20 Oct 2020 |
op_relation |
info:eu-repo/semantics/altIdentifier/hdl/2128/26416 https://juser.fz-juelich.de/record/888539 https://juser.fz-juelich.de/search?p=id:%22FZJ-2020-05003%22 |
op_rights |
info:eu-repo/semantics/openAccess |
_version_ |
1766037737126756352 |