Matches in SemOpenAlex for { <https://semopenalex.org/work/W1582968481> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W1582968481 abstract "Kohonen's (1984) self-organized feature map is an effective neural network for unsupervised vector quantization and topology-preserving mapping. It is admitted that this network might get stuck in a local minimum. An empirical analysis of the learning dynamics shows two purposes for weight adaptation: the updating either modifies the global arrangement of the cells or refines the local topological mapping. We propose a new evaluation of the neighborhood size as a function of the distance between the input pattern and the weight vector of the winning neuron. The new algorithm provides a smooth transition. An application of this approach for a benchmark problem is described and its performance is compared to that of the standard algorithm. A qualitative analysis is given in order to bring out the ability of the network to cope with fast neighborhood-size reduction. >" @default.
- W1582968481 created "2016-06-24" @default.
- W1582968481 creator A5042381678 @default.
- W1582968481 creator A5055566459 @default.
- W1582968481 date "2002-12-17" @default.
- W1582968481 modified "2023-09-25" @default.
- W1582968481 title "Reduced risk of Kohonen's feature map non-convergence by an individual size of the neighborhood" @default.
- W1582968481 cites W1968838785 @default.
- W1582968481 cites W1990517717 @default.
- W1582968481 doi "https://doi.org/10.1109/icnn.1994.374262" @default.
- W1582968481 hasPublicationYear "2002" @default.
- W1582968481 type Work @default.
- W1582968481 sameAs 1582968481 @default.
- W1582968481 citedByCount "4" @default.
- W1582968481 crossrefType "proceedings-article" @default.
- W1582968481 hasAuthorship W1582968481A5042381678 @default.
- W1582968481 hasAuthorship W1582968481A5055566459 @default.
- W1582968481 hasConcept C111168008 @default.
- W1582968481 hasConcept C114614502 @default.
- W1582968481 hasConcept C13280743 @default.
- W1582968481 hasConcept C138885662 @default.
- W1582968481 hasConcept C153180895 @default.
- W1582968481 hasConcept C154945302 @default.
- W1582968481 hasConcept C162324750 @default.
- W1582968481 hasConcept C183877218 @default.
- W1582968481 hasConcept C184720557 @default.
- W1582968481 hasConcept C185798385 @default.
- W1582968481 hasConcept C199833920 @default.
- W1582968481 hasConcept C202444582 @default.
- W1582968481 hasConcept C205649164 @default.
- W1582968481 hasConcept C2776401178 @default.
- W1582968481 hasConcept C2777303404 @default.
- W1582968481 hasConcept C33923547 @default.
- W1582968481 hasConcept C40567965 @default.
- W1582968481 hasConcept C41008148 @default.
- W1582968481 hasConcept C41895202 @default.
- W1582968481 hasConcept C50522688 @default.
- W1582968481 hasConcept C50644808 @default.
- W1582968481 hasConcept C51568863 @default.
- W1582968481 hasConceptScore W1582968481C111168008 @default.
- W1582968481 hasConceptScore W1582968481C114614502 @default.
- W1582968481 hasConceptScore W1582968481C13280743 @default.
- W1582968481 hasConceptScore W1582968481C138885662 @default.
- W1582968481 hasConceptScore W1582968481C153180895 @default.
- W1582968481 hasConceptScore W1582968481C154945302 @default.
- W1582968481 hasConceptScore W1582968481C162324750 @default.
- W1582968481 hasConceptScore W1582968481C183877218 @default.
- W1582968481 hasConceptScore W1582968481C184720557 @default.
- W1582968481 hasConceptScore W1582968481C185798385 @default.
- W1582968481 hasConceptScore W1582968481C199833920 @default.
- W1582968481 hasConceptScore W1582968481C202444582 @default.
- W1582968481 hasConceptScore W1582968481C205649164 @default.
- W1582968481 hasConceptScore W1582968481C2776401178 @default.
- W1582968481 hasConceptScore W1582968481C2777303404 @default.
- W1582968481 hasConceptScore W1582968481C33923547 @default.
- W1582968481 hasConceptScore W1582968481C40567965 @default.
- W1582968481 hasConceptScore W1582968481C41008148 @default.
- W1582968481 hasConceptScore W1582968481C41895202 @default.
- W1582968481 hasConceptScore W1582968481C50522688 @default.
- W1582968481 hasConceptScore W1582968481C50644808 @default.
- W1582968481 hasConceptScore W1582968481C51568863 @default.
- W1582968481 hasLocation W15829684811 @default.
- W1582968481 hasOpenAccess W1582968481 @default.
- W1582968481 hasPrimaryLocation W15829684811 @default.
- W1582968481 hasRelatedWork W1485351033 @default.
- W1582968481 hasRelatedWork W1588923630 @default.
- W1582968481 hasRelatedWork W1836098578 @default.
- W1582968481 hasRelatedWork W1966671935 @default.
- W1582968481 hasRelatedWork W2034589059 @default.
- W1582968481 hasRelatedWork W2042927264 @default.
- W1582968481 hasRelatedWork W2106764995 @default.
- W1582968481 hasRelatedWork W2110183025 @default.
- W1582968481 hasRelatedWork W2111550645 @default.
- W1582968481 hasRelatedWork W2131012384 @default.
- W1582968481 hasRelatedWork W2144686565 @default.
- W1582968481 hasRelatedWork W2156771765 @default.
- W1582968481 hasRelatedWork W2162312881 @default.
- W1582968481 hasRelatedWork W2383641182 @default.
- W1582968481 hasRelatedWork W2405448442 @default.
- W1582968481 hasRelatedWork W2576922309 @default.
- W1582968481 hasRelatedWork W2785339340 @default.
- W1582968481 hasRelatedWork W2935913771 @default.
- W1582968481 hasRelatedWork W3173897112 @default.
- W1582968481 hasRelatedWork W2098296477 @default.
- W1582968481 isParatext "false" @default.
- W1582968481 isRetracted "false" @default.
- W1582968481 magId "1582968481" @default.
- W1582968481 workType "article" @default.