Information Theory for Analyzing Neural Networks

The goal of this thesis was to investigate how information theory could be used to analyze artificial neural networks. For this purpose, two problems, a classification problem and a controller problem were considered. The classification problem was solved with a feedforward neural network trained wi...

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Bibliographic Details
Main Author: Sørngård, Bård
Format: Others
Language:English
Published: Norges teknisk-naturvitenskapelige universitet, Institutt for datateknikk og informasjonsvitenskap 2014
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-26773