Matches in SemOpenAlex for { <https://semopenalex.org/work/W2024882215> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2024882215 endingPage "559" @default.
- W2024882215 startingPage "537" @default.
- W2024882215 abstract "This work presents a new class of neural network models constrained by biological levels of sparsity and weight-precision, and employing only local weight updates. Concept learning is accomplished through the rapid recruitment of existing network knowledge - complex knowledge being realised as a combination of existing basis concepts. Prior network knowledge is here obtained through the random generation of feedforward networks, with the resulting concept library tailored through distributional bias to suit a particular target class. Learning is exclusively local - through supervised Hebbian and Winnow updates - avoiding the necessity for backpropagation of error and allowing remarkably rapid learning. The approach is demonstrated upon concepts of varying difficulty, culminating in the well-known Monks and LED benchmark problems." @default.
- W2024882215 created "2016-06-24" @default.
- W2024882215 creator A5000942568 @default.
- W2024882215 creator A5037391609 @default.
- W2024882215 date "2001-12-01" @default.
- W2024882215 modified "2023-09-27" @default.
- W2024882215 title "RECRUITMENT LEARNING OF BOOLEAN FUNCTIONS IN SPARSE RANDOM NETWORKS" @default.
- W2024882215 doi "https://doi.org/10.1142/s0129065701000953" @default.
- W2024882215 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/11852438" @default.
- W2024882215 hasPublicationYear "2001" @default.
- W2024882215 type Work @default.
- W2024882215 sameAs 2024882215 @default.
- W2024882215 citedByCount "5" @default.
- W2024882215 countsByYear W20248822152012 @default.
- W2024882215 countsByYear W20248822152015 @default.
- W2024882215 crossrefType "journal-article" @default.
- W2024882215 hasAuthorship W2024882215A5000942568 @default.
- W2024882215 hasAuthorship W2024882215A5037391609 @default.
- W2024882215 hasConcept C111437709 @default.
- W2024882215 hasConcept C117765406 @default.
- W2024882215 hasConcept C119857082 @default.
- W2024882215 hasConcept C120822770 @default.
- W2024882215 hasConcept C127413603 @default.
- W2024882215 hasConcept C13280743 @default.
- W2024882215 hasConcept C133731056 @default.
- W2024882215 hasConcept C154945302 @default.
- W2024882215 hasConcept C155032097 @default.
- W2024882215 hasConcept C17061570 @default.
- W2024882215 hasConcept C185798385 @default.
- W2024882215 hasConcept C205649164 @default.
- W2024882215 hasConcept C2777212361 @default.
- W2024882215 hasConcept C38858127 @default.
- W2024882215 hasConcept C41008148 @default.
- W2024882215 hasConcept C50644808 @default.
- W2024882215 hasConcept C97108695 @default.
- W2024882215 hasConceptScore W2024882215C111437709 @default.
- W2024882215 hasConceptScore W2024882215C117765406 @default.
- W2024882215 hasConceptScore W2024882215C119857082 @default.
- W2024882215 hasConceptScore W2024882215C120822770 @default.
- W2024882215 hasConceptScore W2024882215C127413603 @default.
- W2024882215 hasConceptScore W2024882215C13280743 @default.
- W2024882215 hasConceptScore W2024882215C133731056 @default.
- W2024882215 hasConceptScore W2024882215C154945302 @default.
- W2024882215 hasConceptScore W2024882215C155032097 @default.
- W2024882215 hasConceptScore W2024882215C17061570 @default.
- W2024882215 hasConceptScore W2024882215C185798385 @default.
- W2024882215 hasConceptScore W2024882215C205649164 @default.
- W2024882215 hasConceptScore W2024882215C2777212361 @default.
- W2024882215 hasConceptScore W2024882215C38858127 @default.
- W2024882215 hasConceptScore W2024882215C41008148 @default.
- W2024882215 hasConceptScore W2024882215C50644808 @default.
- W2024882215 hasConceptScore W2024882215C97108695 @default.
- W2024882215 hasIssue "06" @default.
- W2024882215 hasLocation W20248822151 @default.
- W2024882215 hasLocation W20248822152 @default.
- W2024882215 hasOpenAccess W2024882215 @default.
- W2024882215 hasPrimaryLocation W20248822151 @default.
- W2024882215 hasRelatedWork W1521231185 @default.
- W2024882215 hasRelatedWork W1894248549 @default.
- W2024882215 hasRelatedWork W2544817431 @default.
- W2024882215 hasRelatedWork W2965799887 @default.
- W2024882215 hasRelatedWork W3114310175 @default.
- W2024882215 hasRelatedWork W3118643537 @default.
- W2024882215 hasRelatedWork W3128094304 @default.
- W2024882215 hasRelatedWork W3131282083 @default.
- W2024882215 hasRelatedWork W3170244987 @default.
- W2024882215 hasRelatedWork W4287549639 @default.
- W2024882215 hasVolume "11" @default.
- W2024882215 isParatext "false" @default.
- W2024882215 isRetracted "false" @default.
- W2024882215 magId "2024882215" @default.
- W2024882215 workType "article" @default.