. . "8"^^ . . . . "Fast Sensitivity-Based Training of BP-Networks" . "11320" . "Fast Sensitivity-Based Training of BP-Networks" . . . "Springer-Verlag" . "Sensitivity analysis allows to assess the influence of each neuron or weight on the final network output. This capability is crucial for various feature selection and pruning strategies. In this paper, we present a new approximative sensitivity-based training algorithm yielding robust neural networks with generalization capabilities comparable to its exact analytical counterpart, yet much faster." . "RIV/00216208:11320/14:10287863" . "http://link.springer.com/chapter/10.1007%2F978-3-319-11179-7_64#page-1" . "2014-09-15+02:00"^^ . "Fast Sensitivity-Based Training of BP-Networks"@en . "Pet\u0159\u00ED\u010Dkov\u00E1, Zuzana" . "RIV/00216208:11320/14:10287863!RIV15-GA0-11320___" . "978-3-319-11178-0" . "Sensitivity analysis allows to assess the influence of each neuron or weight on the final network output. This capability is crucial for various feature selection and pruning strategies. In this paper, we present a new approximative sensitivity-based training algorithm yielding robust neural networks with generalization capabilities comparable to its exact analytical counterpart, yet much faster."@en . . . . "0302-9743" . "Artificial Neural Networks and Machine Learning - ICANN 2014" . "Mr\u00E1zov\u00E1, Iveta" . "2"^^ . . "Berlin" . . "[8BA03D083CD4]" . "2"^^ . "P(GAP103/10/0783)" . "Hamburg, Germany" . . . . "16514" . . . . "generalization; pruning; feature selection; sensitivity analysis; internal representation; back-propagation; neural networks"@en . . "Fast Sensitivity-Based Training of BP-Networks"@en . . .