Matches in SemOpenAlex for { <https://semopenalex.org/work/W1574643072> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W1574643072 abstract "Despite their claimed biological plausibility, most self organizing networks have strict topological constraints and consequently they cannot take into account a wide range of external stimuli. Furthermore their evolution is conditioned by deterministic laws which often are not correlated with the structural parameters and the global status of the network, as it should happen in a real biological system. In nature the environmental inputs are noise afiected and fuzzy. Which thing sets the problem to investigate the possibility of emergent behaviour in a not strictly constrained net and subjected to difierent inputs. It is here presented a new model of Evolutionary Neural Gas (ENG) with any topological constraints, trained by probabilistic laws depending on the local distortion errors and the network dimension. The network is considered as a population of nodes that coexist in an ecosystem sharing local and global resources. Those particular features allow the network to quickly adapt to the environment, according to its dimensions. The ENG model analysis shows that the net evolves as a scale-free graph, and justifles in a deeply physical sense- the term gas here used. c" @default.
- W1574643072 created "2016-06-24" @default.
- W1574643072 creator A5074938329 @default.
- W1574643072 creator A5086430939 @default.
- W1574643072 date "2007-04-04" @default.
- W1574643072 modified "2023-09-27" @default.
- W1574643072 title "Evolutionary Neural Gas (ENG): A Model of Self Organizing Network from Input Categorization" @default.
- W1574643072 cites W131435813 @default.
- W1574643072 cites W1545824766 @default.
- W1574643072 cites W1550310024 @default.
- W1574643072 cites W1868229477 @default.
- W1574643072 cites W1932061758 @default.
- W1574643072 cites W1964235956 @default.
- W1574643072 cites W1980931141 @default.
- W1574643072 cites W1994810932 @default.
- W1574643072 cites W2010150441 @default.
- W1574643072 cites W2044036860 @default.
- W1574643072 cites W2047870719 @default.
- W1574643072 cites W2051856320 @default.
- W1574643072 cites W2080201763 @default.
- W1574643072 cites W2092387764 @default.
- W1574643072 cites W2112090702 @default.
- W1574643072 cites W2117539519 @default.
- W1574643072 cites W2125297759 @default.
- W1574643072 cites W2181879480 @default.
- W1574643072 cites W2505310154 @default.
- W1574643072 cites W2780698377 @default.
- W1574643072 cites W2912046818 @default.
- W1574643072 cites W3042534994 @default.
- W1574643072 cites W380603234 @default.
- W1574643072 cites W63040088 @default.
- W1574643072 cites W65738273 @default.
- W1574643072 cites W2112796159 @default.
- W1574643072 hasPublicationYear "2007" @default.
- W1574643072 type Work @default.
- W1574643072 sameAs 1574643072 @default.
- W1574643072 citedByCount "3" @default.
- W1574643072 countsByYear W15746430722013 @default.
- W1574643072 crossrefType "posted-content" @default.
- W1574643072 hasAuthorship W1574643072A5074938329 @default.
- W1574643072 hasAuthorship W1574643072A5086430939 @default.
- W1574643072 hasConcept C114614502 @default.
- W1574643072 hasConcept C132525143 @default.
- W1574643072 hasConcept C14166107 @default.
- W1574643072 hasConcept C144024400 @default.
- W1574643072 hasConcept C149923435 @default.
- W1574643072 hasConcept C154945302 @default.
- W1574643072 hasConcept C184720557 @default.
- W1574643072 hasConcept C202444582 @default.
- W1574643072 hasConcept C2524010 @default.
- W1574643072 hasConcept C2908647359 @default.
- W1574643072 hasConcept C33676613 @default.
- W1574643072 hasConcept C33923547 @default.
- W1574643072 hasConcept C41008148 @default.
- W1574643072 hasConcept C49937458 @default.
- W1574643072 hasConcept C50644808 @default.
- W1574643072 hasConcept C80444323 @default.
- W1574643072 hasConceptScore W1574643072C114614502 @default.
- W1574643072 hasConceptScore W1574643072C132525143 @default.
- W1574643072 hasConceptScore W1574643072C14166107 @default.
- W1574643072 hasConceptScore W1574643072C144024400 @default.
- W1574643072 hasConceptScore W1574643072C149923435 @default.
- W1574643072 hasConceptScore W1574643072C154945302 @default.
- W1574643072 hasConceptScore W1574643072C184720557 @default.
- W1574643072 hasConceptScore W1574643072C202444582 @default.
- W1574643072 hasConceptScore W1574643072C2524010 @default.
- W1574643072 hasConceptScore W1574643072C2908647359 @default.
- W1574643072 hasConceptScore W1574643072C33676613 @default.
- W1574643072 hasConceptScore W1574643072C33923547 @default.
- W1574643072 hasConceptScore W1574643072C41008148 @default.
- W1574643072 hasConceptScore W1574643072C49937458 @default.
- W1574643072 hasConceptScore W1574643072C50644808 @default.
- W1574643072 hasConceptScore W1574643072C80444323 @default.
- W1574643072 hasLocation W15746430721 @default.
- W1574643072 hasOpenAccess W1574643072 @default.
- W1574643072 hasPrimaryLocation W15746430721 @default.
- W1574643072 hasRelatedWork W1554657472 @default.
- W1574643072 hasRelatedWork W1994885608 @default.
- W1574643072 hasRelatedWork W2013549243 @default.
- W1574643072 hasRelatedWork W2059757199 @default.
- W1574643072 hasRelatedWork W2084380516 @default.
- W1574643072 hasRelatedWork W2103169412 @default.
- W1574643072 hasRelatedWork W2160730741 @default.
- W1574643072 hasRelatedWork W2256757851 @default.
- W1574643072 hasRelatedWork W2403431570 @default.
- W1574643072 hasRelatedWork W2465991107 @default.
- W1574643072 hasRelatedWork W2593609316 @default.
- W1574643072 hasRelatedWork W2767566428 @default.
- W1574643072 hasRelatedWork W2806021747 @default.
- W1574643072 hasRelatedWork W290547725 @default.
- W1574643072 hasRelatedWork W2921122439 @default.
- W1574643072 hasRelatedWork W2995987465 @default.
- W1574643072 hasRelatedWork W3032513138 @default.
- W1574643072 hasRelatedWork W3034294573 @default.
- W1574643072 hasRelatedWork W3130829956 @default.
- W1574643072 hasRelatedWork W93132010 @default.
- W1574643072 isParatext "false" @default.
- W1574643072 isRetracted "false" @default.
- W1574643072 magId "1574643072" @default.
- W1574643072 workType "article" @default.