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Identifying the relevant dependencies of the neural network response on characteristics of the input space

The relation between the input and output spaces of neural networks (NNs) is investigated to identify those characteristics of the input space that have a large influence on the output for a given task. For this purpose, the NN function is decomposed into a Taylor expansion in each element of the in...

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Detalles Bibliográficos
Autores principales: Wunsch, Stefan, Friese, Raphael, Wolf, Roger, Quast, Günter
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:https://dx.doi.org/10.1007/s41781-018-0012-1
http://cds.cern.ch/record/2639255