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Animating neural network training

Show simple item record van der Poel, E Cloete, I 2018-05-23T11:10:35Z 2018-05-23T11:10:35Z 1992
dc.identifier.citation Van der Poel E & Cloete I (1992) Animating neural network training. The South African Computer Journal, Number 7, 1992 en
dc.identifier.issn 2313-7835
dc.description.abstract In Artificial Neural Network (ANN) simulation it is usually necessary to examine the behaviour of the ANN and detect problems if they occur. However, due to the large volume and high dimensionality of data generated during ANN simulation, interpretation of results is difficult. By using visualisation techniques, such as simple animated faces, problems that occur during the training of a back-propagation neural network can be detected and analyzed. The dynamic behaviour of the network is also better understood when using animation as part of the visualization process. en
dc.language.iso en en
dc.publisher South African Computer Society (SAICSIT) en
dc.subject Neural networks en
dc.subject Back-propagation en
dc.subject Visualization en
dc.title Animating neural network training en
dc.type Article en

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