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  4. CupNet - Pruning a Network for Geometric Data
 
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2021
Conference Paper
Title

CupNet - Pruning a Network for Geometric Data

Abstract
Using data from a simulated cup drawing process, we demonstrate how the inherent geometrical structure of cup meshes can be used to effectively prune an artificial neural network in a straightforward way.
Author(s)
Heese, Raoul  
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Morand, Lukas  
Fraunhofer-Institut für Werkstoffmechanik IWM  
Helm, Dirk  
Fraunhofer-Institut für Werkstoffmechanik IWM  
Bortz, Michael  
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Mainwork
Artificial Neural Networks and Machine Learning - ICANN 2021. 30th International Conference on Artificial Neural Networks. Proceedings. Pt.IV  
Project(s)
Machine Learning for Production
Cognitive Internet Technologies
Funder
Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.  
Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.  
Conference
International Conference on Artificial Neural Networks (ICANN) 2021  
DOI
10.1007/978-3-030-86380-7_3
Language
English
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Fraunhofer-Institut für Werkstoffmechanik IWM  
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