Matches in SemOpenAlex for { <https://semopenalex.org/work/W1543281235> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W1543281235 endingPage "31" @default.
- W1543281235 startingPage "22" @default.
- W1543281235 abstract "Incremental neural network construction by using Gaussian function is studied in this paper. Correlation between the Gaussian function and the training data is used as the cost function to fit each neuron. Compared to least square cost function, correlation cost function pays more attention to the peak area of the Gaussian function which is important in incremental learning method. So the correlation cost function can strengthen the local property of Gaussian like Radian Basis Functions. In addition, a weighted optimisation method based on the AdaBoost algorithm is proposed and used in neuron position and shape determination. Compared to the traditional gradient-based method, it has the advantage of being easy implemented and can be applied where the cost function is non-smooth. In addition, it is robust because there is no matrix inverse solving problem in the algorithm. The experimental results based on these algorithms are also given in the paper." @default.
- W1543281235 created "2016-06-24" @default.
- W1543281235 creator A5051187466 @default.
- W1543281235 creator A5068446705 @default.
- W1543281235 date "2003-01-01" @default.
- W1543281235 modified "2023-09-23" @default.
- W1543281235 title "Incremental neural network construction by using correlation as cost function" @default.
- W1543281235 cites W1554663460 @default.
- W1543281235 cites W1988790447 @default.
- W1543281235 cites W2093717447 @default.
- W1543281235 cites W2109779438 @default.
- W1543281235 cites W2114515835 @default.
- W1543281235 cites W2122007981 @default.
- W1543281235 cites W2161068557 @default.
- W1543281235 cites W2167804690 @default.
- W1543281235 cites W2911546748 @default.
- W1543281235 hasPublicationYear "2003" @default.
- W1543281235 type Work @default.
- W1543281235 sameAs 1543281235 @default.
- W1543281235 citedByCount "0" @default.
- W1543281235 crossrefType "proceedings-article" @default.
- W1543281235 hasAuthorship W1543281235A5051187466 @default.
- W1543281235 hasAuthorship W1543281235A5068446705 @default.
- W1543281235 hasConcept C10138342 @default.
- W1543281235 hasConcept C11413529 @default.
- W1543281235 hasConcept C121332964 @default.
- W1543281235 hasConcept C12267149 @default.
- W1543281235 hasConcept C126255220 @default.
- W1543281235 hasConcept C14036430 @default.
- W1543281235 hasConcept C141404830 @default.
- W1543281235 hasConcept C154945302 @default.
- W1543281235 hasConcept C162324750 @default.
- W1543281235 hasConcept C163716315 @default.
- W1543281235 hasConcept C198082294 @default.
- W1543281235 hasConcept C33923547 @default.
- W1543281235 hasConcept C41008148 @default.
- W1543281235 hasConcept C50644808 @default.
- W1543281235 hasConcept C61326573 @default.
- W1543281235 hasConcept C62520636 @default.
- W1543281235 hasConcept C7218915 @default.
- W1543281235 hasConcept C78458016 @default.
- W1543281235 hasConcept C86803240 @default.
- W1543281235 hasConceptScore W1543281235C10138342 @default.
- W1543281235 hasConceptScore W1543281235C11413529 @default.
- W1543281235 hasConceptScore W1543281235C121332964 @default.
- W1543281235 hasConceptScore W1543281235C12267149 @default.
- W1543281235 hasConceptScore W1543281235C126255220 @default.
- W1543281235 hasConceptScore W1543281235C14036430 @default.
- W1543281235 hasConceptScore W1543281235C141404830 @default.
- W1543281235 hasConceptScore W1543281235C154945302 @default.
- W1543281235 hasConceptScore W1543281235C162324750 @default.
- W1543281235 hasConceptScore W1543281235C163716315 @default.
- W1543281235 hasConceptScore W1543281235C198082294 @default.
- W1543281235 hasConceptScore W1543281235C33923547 @default.
- W1543281235 hasConceptScore W1543281235C41008148 @default.
- W1543281235 hasConceptScore W1543281235C50644808 @default.
- W1543281235 hasConceptScore W1543281235C61326573 @default.
- W1543281235 hasConceptScore W1543281235C62520636 @default.
- W1543281235 hasConceptScore W1543281235C7218915 @default.
- W1543281235 hasConceptScore W1543281235C78458016 @default.
- W1543281235 hasConceptScore W1543281235C86803240 @default.
- W1543281235 hasLocation W15432812351 @default.
- W1543281235 hasOpenAccess W1543281235 @default.
- W1543281235 hasPrimaryLocation W15432812351 @default.
- W1543281235 hasRelatedWork W106000013 @default.
- W1543281235 hasRelatedWork W1496658237 @default.
- W1543281235 hasRelatedWork W18599360 @default.
- W1543281235 hasRelatedWork W2120183700 @default.
- W1543281235 hasRelatedWork W2233980831 @default.
- W1543281235 hasRelatedWork W2284132740 @default.
- W1543281235 hasRelatedWork W242367498 @default.
- W1543281235 hasRelatedWork W2775018260 @default.
- W1543281235 hasRelatedWork W2892388295 @default.
- W1543281235 hasRelatedWork W2965934120 @default.
- W1543281235 hasRelatedWork W2973871753 @default.
- W1543281235 hasRelatedWork W3035022049 @default.
- W1543281235 hasRelatedWork W3103204907 @default.
- W1543281235 hasRelatedWork W3123547198 @default.
- W1543281235 hasRelatedWork W86680026 @default.
- W1543281235 hasRelatedWork W2185472501 @default.
- W1543281235 hasRelatedWork W2265503146 @default.
- W1543281235 hasRelatedWork W2825666580 @default.
- W1543281235 hasRelatedWork W3040451546 @default.
- W1543281235 hasRelatedWork W3142162084 @default.
- W1543281235 isParatext "false" @default.
- W1543281235 isRetracted "false" @default.
- W1543281235 magId "1543281235" @default.
- W1543281235 workType "article" @default.