Matches in SemOpenAlex for { <https://semopenalex.org/work/W2136827585> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2136827585 endingPage "760" @default.
- W2136827585 startingPage "747" @default.
- W2136827585 abstract "Superposition of radial basis functions centered at given prototype patterns constitutes one of the most suitable energy forms for gradient systems that perform nearest neighbor classification with real-valued static prototypes. It is shown in this paper that a continuous-time dynamical neural network model, employing a radial basis function and a sigmoid multi-layer perceptron sub-networks, is capable of maximizing such an energy form locally, thus performing almost perfectly nearest neighbor classification, when initiated by a distorted pattern. The proposed design scheme allows for explicit representation of prototype patterns as network parameters, as well as augmenting additional or forgetting existing memory patterns. The dynamical classification scheme implemented by the network eliminates all comparisons, which are the vital steps of the conventional nearest neighbor classification process. The performance of the proposed network model is demonstrated on binary and gray-scale image reconstruction applications." @default.
- W2136827585 created "2016-06-24" @default.
- W2136827585 creator A5015925094 @default.
- W2136827585 creator A5088335258 @default.
- W2136827585 date "2006-05-01" @default.
- W2136827585 modified "2023-09-27" @default.
- W2136827585 title "RBF-based neurodynamic nearest neighbor classification in real pattern space" @default.
- W2136827585 cites W1531857721 @default.
- W2136827585 cites W1565956482 @default.
- W2136827585 cites W1980252418 @default.
- W2136827585 cites W2023244747 @default.
- W2136827585 cites W2024184249 @default.
- W2136827585 cites W2042853000 @default.
- W2136827585 cites W2061430521 @default.
- W2136827585 cites W2068412593 @default.
- W2136827585 cites W2069129925 @default.
- W2136827585 cites W2096053111 @default.
- W2136827585 cites W2100885571 @default.
- W2136827585 cites W2113442785 @default.
- W2136827585 cites W2117453669 @default.
- W2136827585 cites W2122401586 @default.
- W2136827585 cites W2128084896 @default.
- W2136827585 cites W2143956139 @default.
- W2136827585 cites W2144603320 @default.
- W2136827585 cites W2150535417 @default.
- W2136827585 cites W2161780063 @default.
- W2136827585 doi "https://doi.org/10.1016/j.patcog.2005.10.026" @default.
- W2136827585 hasPublicationYear "2006" @default.
- W2136827585 type Work @default.
- W2136827585 sameAs 2136827585 @default.
- W2136827585 citedByCount "29" @default.
- W2136827585 countsByYear W21368275852012 @default.
- W2136827585 countsByYear W21368275852013 @default.
- W2136827585 countsByYear W21368275852014 @default.
- W2136827585 countsByYear W21368275852016 @default.
- W2136827585 countsByYear W21368275852019 @default.
- W2136827585 countsByYear W21368275852020 @default.
- W2136827585 countsByYear W21368275852021 @default.
- W2136827585 crossrefType "journal-article" @default.
- W2136827585 hasAuthorship W2136827585A5015925094 @default.
- W2136827585 hasAuthorship W2136827585A5088335258 @default.
- W2136827585 hasConcept C111919701 @default.
- W2136827585 hasConcept C113238511 @default.
- W2136827585 hasConcept C153180895 @default.
- W2136827585 hasConcept C154945302 @default.
- W2136827585 hasConcept C2778572836 @default.
- W2136827585 hasConcept C41008148 @default.
- W2136827585 hasConceptScore W2136827585C111919701 @default.
- W2136827585 hasConceptScore W2136827585C113238511 @default.
- W2136827585 hasConceptScore W2136827585C153180895 @default.
- W2136827585 hasConceptScore W2136827585C154945302 @default.
- W2136827585 hasConceptScore W2136827585C2778572836 @default.
- W2136827585 hasConceptScore W2136827585C41008148 @default.
- W2136827585 hasIssue "5" @default.
- W2136827585 hasLocation W21368275851 @default.
- W2136827585 hasOpenAccess W2136827585 @default.
- W2136827585 hasPrimaryLocation W21368275851 @default.
- W2136827585 hasRelatedWork W1902766772 @default.
- W2136827585 hasRelatedWork W2055560876 @default.
- W2136827585 hasRelatedWork W2058818547 @default.
- W2136827585 hasRelatedWork W2146076056 @default.
- W2136827585 hasRelatedWork W2167440101 @default.
- W2136827585 hasRelatedWork W2371691720 @default.
- W2136827585 hasRelatedWork W2883887418 @default.
- W2136827585 hasRelatedWork W3021364800 @default.
- W2136827585 hasRelatedWork W3203501097 @default.
- W2136827585 hasRelatedWork W4286960226 @default.
- W2136827585 hasVolume "39" @default.
- W2136827585 isParatext "false" @default.
- W2136827585 isRetracted "false" @default.
- W2136827585 magId "2136827585" @default.
- W2136827585 workType "article" @default.