Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000377525> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2000377525 endingPage "60" @default.
- W2000377525 startingPage "34" @default.
- W2000377525 abstract "We discuss the property of a.e. and in mean convergence of the Kohonen algorithm considered as a stochastic process. The various conditions ensuring a.e. convergence are described and the connection with the rate decay of the learning parameter is analyzed. The rate of convergence is discussed for different choices of learning parameters. We prove rigorously that the rate of decay of the learning parameter which is most used in the applications is a sufficient condition for a.e. convergence and we check it numerically. The aim of the paper is also to clarify the state of the art on the convergence property of the algorithm in view of the growing number of applications of the Kohonen neural networks. We apply our theorem and considerations to the case of genetic classification which is a rapidly developing field." @default.
- W2000377525 created "2016-06-24" @default.
- W2000377525 creator A5009358412 @default.
- W2000377525 creator A5025014550 @default.
- W2000377525 creator A5087807393 @default.
- W2000377525 date "2007-01-01" @default.
- W2000377525 modified "2023-10-16" @default.
- W2000377525 title "Kohonen neural networks and genetic classification" @default.
- W2000377525 cites W1968838785 @default.
- W2000377525 cites W1971836751 @default.
- W2000377525 cites W1983459530 @default.
- W2000377525 cites W1990634878 @default.
- W2000377525 cites W2023505843 @default.
- W2000377525 cites W2040936735 @default.
- W2000377525 cites W2042801883 @default.
- W2000377525 cites W2044754209 @default.
- W2000377525 cites W2061749418 @default.
- W2000377525 cites W2061802896 @default.
- W2000377525 cites W2064347337 @default.
- W2000377525 cites W2080275899 @default.
- W2000377525 cites W2089438500 @default.
- W2000377525 cites W2109972881 @default.
- W2000377525 cites W2110802877 @default.
- W2000377525 cites W2114333002 @default.
- W2000377525 cites W2135187880 @default.
- W2000377525 cites W2150926065 @default.
- W2000377525 cites W2164736443 @default.
- W2000377525 cites W4294107304 @default.
- W2000377525 doi "https://doi.org/10.1016/j.mcm.2006.04.004" @default.
- W2000377525 hasPublicationYear "2007" @default.
- W2000377525 type Work @default.
- W2000377525 sameAs 2000377525 @default.
- W2000377525 citedByCount "17" @default.
- W2000377525 countsByYear W20003775252012 @default.
- W2000377525 countsByYear W20003775252014 @default.
- W2000377525 countsByYear W20003775252015 @default.
- W2000377525 countsByYear W20003775252016 @default.
- W2000377525 countsByYear W20003775252017 @default.
- W2000377525 countsByYear W20003775252019 @default.
- W2000377525 countsByYear W20003775252020 @default.
- W2000377525 crossrefType "journal-article" @default.
- W2000377525 hasAuthorship W2000377525A5009358412 @default.
- W2000377525 hasAuthorship W2000377525A5025014550 @default.
- W2000377525 hasAuthorship W2000377525A5087807393 @default.
- W2000377525 hasBestOaLocation W20003775251 @default.
- W2000377525 hasConcept C111168008 @default.
- W2000377525 hasConcept C119857082 @default.
- W2000377525 hasConcept C153180895 @default.
- W2000377525 hasConcept C154945302 @default.
- W2000377525 hasConcept C41008148 @default.
- W2000377525 hasConcept C50644808 @default.
- W2000377525 hasConceptScore W2000377525C111168008 @default.
- W2000377525 hasConceptScore W2000377525C119857082 @default.
- W2000377525 hasConceptScore W2000377525C153180895 @default.
- W2000377525 hasConceptScore W2000377525C154945302 @default.
- W2000377525 hasConceptScore W2000377525C41008148 @default.
- W2000377525 hasConceptScore W2000377525C50644808 @default.
- W2000377525 hasIssue "1-2" @default.
- W2000377525 hasLocation W20003775251 @default.
- W2000377525 hasLocation W20003775252 @default.
- W2000377525 hasLocation W20003775253 @default.
- W2000377525 hasOpenAccess W2000377525 @default.
- W2000377525 hasPrimaryLocation W20003775251 @default.
- W2000377525 hasRelatedWork W2033914206 @default.
- W2000377525 hasRelatedWork W2961085424 @default.
- W2000377525 hasRelatedWork W3046775127 @default.
- W2000377525 hasRelatedWork W3107602296 @default.
- W2000377525 hasRelatedWork W3170094116 @default.
- W2000377525 hasRelatedWork W3209574120 @default.
- W2000377525 hasRelatedWork W4210805261 @default.
- W2000377525 hasRelatedWork W4306674287 @default.
- W2000377525 hasRelatedWork W4312192474 @default.
- W2000377525 hasRelatedWork W4386462264 @default.
- W2000377525 hasVolume "45" @default.
- W2000377525 isParatext "false" @default.
- W2000377525 isRetracted "false" @default.
- W2000377525 magId "2000377525" @default.
- W2000377525 workType "article" @default.