Matches in SemOpenAlex for { <https://semopenalex.org/work/W2339741617> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2339741617 endingPage "1650007" @default.
- W2339741617 startingPage "1650007" @default.
- W2339741617 abstract "Differing from the conventional back-propagation (BP) neural networks, a novel multi-input Euler polynomial neural network, in short, MIEPNN (specifically, 4-input Euler polynomial neural network, 4IEPNN) is established and investigated in this paper. In order to achieve satisfactory performance of the established MIEPNN, a weights and structure determination (WASD) algorithm with pruning-while-growing (PWG) and twice-pruning (TP) techniques is built up for the established MIEPNN. By employing the weights direct determination (WDD) method, the WASD algorithm not only determines the optimal connecting weights between hidden layer and output layer directly, but also obtains the optimal number of hidden-layer neurons. Specifically, a sub-optimal structure is obtained via the PWG technique, then the redundant hidden-layer neurons are further pruned via the TP technique. Consequently, the optimal structure of the MIEPNN is obtained. To provide a reasonable choice in practice, several different MATLAB computing routines related to the WDD method are studied. Comparative numerical-experiment results of the 4IEPNN using these different MATLAB computing routines and the standard multi-layer perceptron (MLP) neural network further verify the superior performance and efficacy of the proposed MIEPNN equipped with the WASD algorithm including PWG and TP techniques in terms of training, testing and predicting." @default.
- W2339741617 created "2016-06-24" @default.
- W2339741617 creator A5018863416 @default.
- W2339741617 creator A5042670526 @default.
- W2339741617 creator A5044901407 @default.
- W2339741617 creator A5053064477 @default.
- W2339741617 creator A5063378661 @default.
- W2339741617 date "2016-04-01" @default.
- W2339741617 modified "2023-10-08" @default.
- W2339741617 title "WASD Algorithm with Pruning-While-Growing and Twice-Pruning Techniques for Multi-Input Euler Polynomial Neural Network" @default.
- W2339741617 cites W1966298037 @default.
- W2339741617 cites W1986044677 @default.
- W2339741617 cites W2035405290 @default.
- W2339741617 cites W2088166277 @default.
- W2339741617 cites W2117257518 @default.
- W2339741617 cites W2124290836 @default.
- W2339741617 cites W2134514463 @default.
- W2339741617 cites W2154381864 @default.
- W2339741617 doi "https://doi.org/10.1142/s021821301650007x" @default.
- W2339741617 hasPublicationYear "2016" @default.
- W2339741617 type Work @default.
- W2339741617 sameAs 2339741617 @default.
- W2339741617 citedByCount "9" @default.
- W2339741617 countsByYear W23397416172019 @default.
- W2339741617 countsByYear W23397416172021 @default.
- W2339741617 countsByYear W23397416172022 @default.
- W2339741617 countsByYear W23397416172023 @default.
- W2339741617 crossrefType "journal-article" @default.
- W2339741617 hasAuthorship W2339741617A5018863416 @default.
- W2339741617 hasAuthorship W2339741617A5042670526 @default.
- W2339741617 hasAuthorship W2339741617A5044901407 @default.
- W2339741617 hasAuthorship W2339741617A5053064477 @default.
- W2339741617 hasAuthorship W2339741617A5063378661 @default.
- W2339741617 hasConcept C108010975 @default.
- W2339741617 hasConcept C111919701 @default.
- W2339741617 hasConcept C11413529 @default.
- W2339741617 hasConcept C134306372 @default.
- W2339741617 hasConcept C154945302 @default.
- W2339741617 hasConcept C155032097 @default.
- W2339741617 hasConcept C178790620 @default.
- W2339741617 hasConcept C179717631 @default.
- W2339741617 hasConcept C185592680 @default.
- W2339741617 hasConcept C2779227376 @default.
- W2339741617 hasConcept C2780365114 @default.
- W2339741617 hasConcept C33923547 @default.
- W2339741617 hasConcept C41008148 @default.
- W2339741617 hasConcept C50644808 @default.
- W2339741617 hasConcept C60908668 @default.
- W2339741617 hasConcept C62884695 @default.
- W2339741617 hasConcept C6557445 @default.
- W2339741617 hasConcept C86803240 @default.
- W2339741617 hasConcept C90119067 @default.
- W2339741617 hasConceptScore W2339741617C108010975 @default.
- W2339741617 hasConceptScore W2339741617C111919701 @default.
- W2339741617 hasConceptScore W2339741617C11413529 @default.
- W2339741617 hasConceptScore W2339741617C134306372 @default.
- W2339741617 hasConceptScore W2339741617C154945302 @default.
- W2339741617 hasConceptScore W2339741617C155032097 @default.
- W2339741617 hasConceptScore W2339741617C178790620 @default.
- W2339741617 hasConceptScore W2339741617C179717631 @default.
- W2339741617 hasConceptScore W2339741617C185592680 @default.
- W2339741617 hasConceptScore W2339741617C2779227376 @default.
- W2339741617 hasConceptScore W2339741617C2780365114 @default.
- W2339741617 hasConceptScore W2339741617C33923547 @default.
- W2339741617 hasConceptScore W2339741617C41008148 @default.
- W2339741617 hasConceptScore W2339741617C50644808 @default.
- W2339741617 hasConceptScore W2339741617C60908668 @default.
- W2339741617 hasConceptScore W2339741617C62884695 @default.
- W2339741617 hasConceptScore W2339741617C6557445 @default.
- W2339741617 hasConceptScore W2339741617C86803240 @default.
- W2339741617 hasConceptScore W2339741617C90119067 @default.
- W2339741617 hasIssue "02" @default.
- W2339741617 hasLocation W23397416171 @default.
- W2339741617 hasOpenAccess W2339741617 @default.
- W2339741617 hasPrimaryLocation W23397416171 @default.
- W2339741617 hasRelatedWork W1540849649 @default.
- W2339741617 hasRelatedWork W1967289178 @default.
- W2339741617 hasRelatedWork W2013585556 @default.
- W2339741617 hasRelatedWork W2150138875 @default.
- W2339741617 hasRelatedWork W2161649813 @default.
- W2339741617 hasRelatedWork W2600618515 @default.
- W2339741617 hasRelatedWork W3201511606 @default.
- W2339741617 hasRelatedWork W749491080 @default.
- W2339741617 hasRelatedWork W2284565437 @default.
- W2339741617 hasRelatedWork W2760547049 @default.
- W2339741617 hasVolume "25" @default.
- W2339741617 isParatext "false" @default.
- W2339741617 isRetracted "false" @default.
- W2339741617 magId "2339741617" @default.
- W2339741617 workType "article" @default.