Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000301325> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2000301325 endingPage "461" @default.
- W2000301325 startingPage "445" @default.
- W2000301325 abstract "For binary neural networks (BNNs), constructive covering frameworks have been investigated recently. While these frameworks are fast, they have limitations of generalization and accurate classification for learning from limited number of samples. In this paper, we propose modified constructive-covering algorithm (MCCA), which consists of two processes: generalization process and modification process. Errors introduced in the generalization process are revised in the modification process by adding modification neurons. In our approach, we visualize hidden neurons in terms of hypershperes. The learning process is the geometrical expansion process of these hypershperes. Through our experimental work in Section 5, we conclude that, MCCA is not sensitive to the order in which the input sequence is given. In addition, MCCA results in simple neural network structures by less training time." @default.
- W2000301325 created "2016-06-24" @default.
- W2000301325 creator A5052304130 @default.
- W2000301325 creator A5063657461 @default.
- W2000301325 date "2006-12-01" @default.
- W2000301325 modified "2023-10-16" @default.
- W2000301325 title "A fast modified constructive-covering algorithm for binary multi-layer neural networks" @default.
- W2000301325 cites W1505888673 @default.
- W2000301325 cites W1513100217 @default.
- W2000301325 cites W1634261337 @default.
- W2000301325 cites W1842545896 @default.
- W2000301325 cites W1849359136 @default.
- W2000301325 cites W2067719469 @default.
- W2000301325 cites W2109384219 @default.
- W2000301325 cites W2109839764 @default.
- W2000301325 cites W2119419989 @default.
- W2000301325 cites W2134063109 @default.
- W2000301325 cites W2139837751 @default.
- W2000301325 cites W2150690754 @default.
- W2000301325 cites W2389356402 @default.
- W2000301325 doi "https://doi.org/10.1016/j.neucom.2005.12.124" @default.
- W2000301325 hasPublicationYear "2006" @default.
- W2000301325 type Work @default.
- W2000301325 sameAs 2000301325 @default.
- W2000301325 citedByCount "4" @default.
- W2000301325 countsByYear W20003013252021 @default.
- W2000301325 crossrefType "journal-article" @default.
- W2000301325 hasAuthorship W2000301325A5052304130 @default.
- W2000301325 hasAuthorship W2000301325A5063657461 @default.
- W2000301325 hasConcept C111472728 @default.
- W2000301325 hasConcept C111919701 @default.
- W2000301325 hasConcept C11413529 @default.
- W2000301325 hasConcept C134306372 @default.
- W2000301325 hasConcept C138885662 @default.
- W2000301325 hasConcept C153180895 @default.
- W2000301325 hasConcept C154945302 @default.
- W2000301325 hasConcept C177148314 @default.
- W2000301325 hasConcept C185592680 @default.
- W2000301325 hasConcept C2778112365 @default.
- W2000301325 hasConcept C2778701210 @default.
- W2000301325 hasConcept C2780586882 @default.
- W2000301325 hasConcept C33923547 @default.
- W2000301325 hasConcept C41008148 @default.
- W2000301325 hasConcept C48372109 @default.
- W2000301325 hasConcept C50644808 @default.
- W2000301325 hasConcept C55493867 @default.
- W2000301325 hasConcept C80444323 @default.
- W2000301325 hasConcept C94375191 @default.
- W2000301325 hasConcept C98045186 @default.
- W2000301325 hasConceptScore W2000301325C111472728 @default.
- W2000301325 hasConceptScore W2000301325C111919701 @default.
- W2000301325 hasConceptScore W2000301325C11413529 @default.
- W2000301325 hasConceptScore W2000301325C134306372 @default.
- W2000301325 hasConceptScore W2000301325C138885662 @default.
- W2000301325 hasConceptScore W2000301325C153180895 @default.
- W2000301325 hasConceptScore W2000301325C154945302 @default.
- W2000301325 hasConceptScore W2000301325C177148314 @default.
- W2000301325 hasConceptScore W2000301325C185592680 @default.
- W2000301325 hasConceptScore W2000301325C2778112365 @default.
- W2000301325 hasConceptScore W2000301325C2778701210 @default.
- W2000301325 hasConceptScore W2000301325C2780586882 @default.
- W2000301325 hasConceptScore W2000301325C33923547 @default.
- W2000301325 hasConceptScore W2000301325C41008148 @default.
- W2000301325 hasConceptScore W2000301325C48372109 @default.
- W2000301325 hasConceptScore W2000301325C50644808 @default.
- W2000301325 hasConceptScore W2000301325C55493867 @default.
- W2000301325 hasConceptScore W2000301325C80444323 @default.
- W2000301325 hasConceptScore W2000301325C94375191 @default.
- W2000301325 hasConceptScore W2000301325C98045186 @default.
- W2000301325 hasIssue "1-3" @default.
- W2000301325 hasLocation W20003013251 @default.
- W2000301325 hasOpenAccess W2000301325 @default.
- W2000301325 hasPrimaryLocation W20003013251 @default.
- W2000301325 hasRelatedWork W2000301325 @default.
- W2000301325 hasRelatedWork W2038803387 @default.
- W2000301325 hasRelatedWork W2349895087 @default.
- W2000301325 hasRelatedWork W2367193181 @default.
- W2000301325 hasRelatedWork W2386387936 @default.
- W2000301325 hasRelatedWork W2766091780 @default.
- W2000301325 hasRelatedWork W2885094885 @default.
- W2000301325 hasRelatedWork W4238075012 @default.
- W2000301325 hasRelatedWork W4248389398 @default.
- W2000301325 hasRelatedWork W2247596074 @default.
- W2000301325 hasVolume "70" @default.
- W2000301325 isParatext "false" @default.
- W2000301325 isRetracted "false" @default.
- W2000301325 magId "2000301325" @default.
- W2000301325 workType "article" @default.