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Study of reconstruction ICA for feature extraction in images and signals

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dc.contributor Igual Muñoz, Laura
dc.creator Beltrán Segarra, Marc
dc.date 2018-02-13T11:42:54Z
dc.date 2018-02-13T11:42:54Z
dc.date 2017-06-22
dc.date.accessioned 2024-12-16T10:26:12Z
dc.date.available 2024-12-16T10:26:12Z
dc.identifier http://hdl.handle.net/2445/119796
dc.identifier.uri http://fima-docencia.ub.edu:8080/xmlui/handle/123456789/20678
dc.description Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2017, Director: Laura Igual Muñoz
dc.description [en] During the last years, neural networks have become a vehicular discipline in the field of machine learning. At the same time, classical machine learning methods have become easier to use due to the availability of higher computational power. The goal of this project is to reconstruct a classical machine learning algorithm used for feature and source extraction (ICA) using neural networks. This reconstruction could bypass some of the drawbacks presents when using ICA. We have studied how the reconstruction operates under different conditions and performed a comparison with the classical algorithm that we reconstructed.
dc.format 43 p.
dc.format application/pdf
dc.language eng
dc.rights memòria: cc-by-nc-sa (c) Marc Beltrán Segarra, 2017
dc.rights codi: GPL (c) Marc Beltrán Segarra, 2017
dc.rights http://creativecommons.org/licenses/by-sa/3.0/es
dc.rights http://www.gnu.org/licenses/gpl-3.0.ca.html
dc.rights info:eu-repo/semantics/openAccess
dc.source Treballs Finals de Grau (TFG) - Enginyeria Informàtica
dc.subject Xarxes neuronals (Informàtica)
dc.subject Aprenentatge automàtic
dc.subject Programari
dc.subject Treballs de fi de grau
dc.subject Algorismes computacionals
dc.subject Neural networks (Computer science)
dc.subject Machine learning
dc.subject Computer software
dc.subject Bachelor's theses
dc.subject Computer algorithms
dc.title Study of reconstruction ICA for feature extraction in images and signals
dc.type info:eu-repo/semantics/bachelorThesis


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