Matches in SemOpenAlex for { <https://semopenalex.org/work/W1567118732> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W1567118732 abstract "A modified version of a formal pruning algorithm initially proposed by Englebercht [November, 2001] using variance analysis of sensitivity is presented. We propose a new modification of the algorithm by applying the pruning procedure on each layer starting from the output layer to the input layer. Contrarily, to the work of Englebercht where the pruning is performed on the entire net that we denote in this paper global pruning, we shall prune layer by layer with the use of a pruning decision based on a local parameter variance nullity coefficient (LPVN). These coefficients are then classified in an ordered list which allows the decision making examples showing that in some cases we can reach about 30% improvement in terms of coefficients and neurons removal in order to get the best neural network pruned. A comparison study is given on some real world learning and generalization." @default.
- W1567118732 created "2016-06-24" @default.
- W1567118732 creator A5015410834 @default.
- W1567118732 creator A5057946834 @default.
- W1567118732 creator A5064892637 @default.
- W1567118732 creator A5070554293 @default.
- W1567118732 date "2004-06-10" @default.
- W1567118732 modified "2023-10-02" @default.
- W1567118732 title "A modified version of a formal pruning algorithm based on local relative variance analysis" @default.
- W1567118732 cites W1524097605 @default.
- W1567118732 cites W1574372718 @default.
- W1567118732 cites W1600107960 @default.
- W1567118732 cites W1820482041 @default.
- W1567118732 cites W2106721790 @default.
- W1567118732 cites W2113021507 @default.
- W1567118732 cites W2114766824 @default.
- W1567118732 cites W2126333738 @default.
- W1567118732 cites W2149494476 @default.
- W1567118732 cites W2156150815 @default.
- W1567118732 cites W2170263663 @default.
- W1567118732 cites W2598576041 @default.
- W1567118732 doi "https://doi.org/10.1109/isccsp.2004.1296579" @default.
- W1567118732 hasPublicationYear "2004" @default.
- W1567118732 type Work @default.
- W1567118732 sameAs 1567118732 @default.
- W1567118732 citedByCount "12" @default.
- W1567118732 countsByYear W15671187322012 @default.
- W1567118732 countsByYear W15671187322013 @default.
- W1567118732 countsByYear W15671187322017 @default.
- W1567118732 countsByYear W15671187322018 @default.
- W1567118732 countsByYear W15671187322019 @default.
- W1567118732 crossrefType "proceedings-article" @default.
- W1567118732 hasAuthorship W1567118732A5015410834 @default.
- W1567118732 hasAuthorship W1567118732A5057946834 @default.
- W1567118732 hasAuthorship W1567118732A5064892637 @default.
- W1567118732 hasAuthorship W1567118732A5070554293 @default.
- W1567118732 hasConcept C108010975 @default.
- W1567118732 hasConcept C11413529 @default.
- W1567118732 hasConcept C119857082 @default.
- W1567118732 hasConcept C121955636 @default.
- W1567118732 hasConcept C134306372 @default.
- W1567118732 hasConcept C144133560 @default.
- W1567118732 hasConcept C154945302 @default.
- W1567118732 hasConcept C177148314 @default.
- W1567118732 hasConcept C178790620 @default.
- W1567118732 hasConcept C185592680 @default.
- W1567118732 hasConcept C196083921 @default.
- W1567118732 hasConcept C2779227376 @default.
- W1567118732 hasConcept C33923547 @default.
- W1567118732 hasConcept C41008148 @default.
- W1567118732 hasConcept C50644808 @default.
- W1567118732 hasConcept C6557445 @default.
- W1567118732 hasConcept C86803240 @default.
- W1567118732 hasConceptScore W1567118732C108010975 @default.
- W1567118732 hasConceptScore W1567118732C11413529 @default.
- W1567118732 hasConceptScore W1567118732C119857082 @default.
- W1567118732 hasConceptScore W1567118732C121955636 @default.
- W1567118732 hasConceptScore W1567118732C134306372 @default.
- W1567118732 hasConceptScore W1567118732C144133560 @default.
- W1567118732 hasConceptScore W1567118732C154945302 @default.
- W1567118732 hasConceptScore W1567118732C177148314 @default.
- W1567118732 hasConceptScore W1567118732C178790620 @default.
- W1567118732 hasConceptScore W1567118732C185592680 @default.
- W1567118732 hasConceptScore W1567118732C196083921 @default.
- W1567118732 hasConceptScore W1567118732C2779227376 @default.
- W1567118732 hasConceptScore W1567118732C33923547 @default.
- W1567118732 hasConceptScore W1567118732C41008148 @default.
- W1567118732 hasConceptScore W1567118732C50644808 @default.
- W1567118732 hasConceptScore W1567118732C6557445 @default.
- W1567118732 hasConceptScore W1567118732C86803240 @default.
- W1567118732 hasLocation W15671187321 @default.
- W1567118732 hasOpenAccess W1567118732 @default.
- W1567118732 hasPrimaryLocation W15671187321 @default.
- W1567118732 hasRelatedWork W1533026269 @default.
- W1567118732 hasRelatedWork W2046372172 @default.
- W1567118732 hasRelatedWork W2067334913 @default.
- W1567118732 hasRelatedWork W2080355190 @default.
- W1567118732 hasRelatedWork W2106721790 @default.
- W1567118732 hasRelatedWork W2122297221 @default.
- W1567118732 hasRelatedWork W2126333738 @default.
- W1567118732 hasRelatedWork W2135412710 @default.
- W1567118732 hasRelatedWork W2145085734 @default.
- W1567118732 hasRelatedWork W2149494476 @default.
- W1567118732 hasRelatedWork W2333760927 @default.
- W1567118732 hasRelatedWork W2590718101 @default.
- W1567118732 hasRelatedWork W2793348512 @default.
- W1567118732 hasRelatedWork W3081140379 @default.
- W1567118732 hasRelatedWork W3118973577 @default.
- W1567118732 hasRelatedWork W3193358615 @default.
- W1567118732 hasRelatedWork W2312917925 @default.
- W1567118732 hasRelatedWork W2994207028 @default.
- W1567118732 hasRelatedWork W3059939351 @default.
- W1567118732 hasRelatedWork W3149683607 @default.
- W1567118732 isParatext "false" @default.
- W1567118732 isRetracted "false" @default.
- W1567118732 magId "1567118732" @default.
- W1567118732 workType "article" @default.