FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2076676457> ?p ?o ?g. }

• W2076676457 abstract "Reservoir Computing (RC) is a paradigm of artificial neural networks with important applications in the real world. RC uses similar architecture to recurrent networks without the difficulty of training the network hidden layer (reservoir). However, RC can be computationally expensive and various parameters influence its efficiency, making it necessary to search for alternatives to increase its capacity. This work aims to use a hybrid algorithm between a PSO (Particle Swarm Optimization) extension and Simulated Annealing for optimize the global parameters, architecture and weights of RC, in time series forecasting. The results showed that the Reservoir Computing optimization with the hybrid algorithm achieved satisfactory performance in all databases investigated and outperformed original APSO (Adaptive Particle Swarm Optimization) in some of them." @default.
• W2076676457 created "2016-06-24" @default.
• W2076676457 creator A5008426252 @default.
• W2076676457 creator A5025550530 @default.
• W2076676457 date "2014-07-01" @default.
• W2076676457 modified "2023-10-18" @default.
• W2076676457 title "Reservoir Computing optimization with a hybrid method" @default.
• W2076676457 cites W112114689 @default.
• W2076676457 cites W1517692491 @default.
• W2076676457 cites W1663973292 @default.
• W2076676457 cites W1725985182 @default.
• W2076676457 cites W1970396034 @default.
• W2076676457 cites W2014957672 @default.
• W2076676457 cites W2024060531 @default.
• W2076676457 cites W2048570605 @default.
• W2076676457 cites W2056083235 @default.
• W2076676457 cites W2081749411 @default.
• W2076676457 cites W2100794131 @default.
• W2076676457 cites W2103179919 @default.
• W2076676457 cites W2118706537 @default.
• W2076676457 cites W2123066915 @default.
• W2076676457 cites W2126243706 @default.
• W2076676457 cites W2134342468 @default.
• W2076676457 cites W2147107577 @default.
• W2076676457 cites W2152195021 @default.
• W2076676457 cites W2154061444 @default.
• W2076676457 cites W2163096286 @default.
• W2076676457 cites W2165097127 @default.
• W2076676457 cites W2169245194 @default.
• W2076676457 cites W2171865010 @default.
• W2076676457 cites W2320438893 @default.
• W2076676457 cites W2966207845 @default.
• W2076676457 cites W3141097583 @default.
• W2076676457 doi "https://doi.org/10.1109/ijcnn.2014.6889681" @default.
• W2076676457 hasPublicationYear "2014" @default.
• W2076676457 type Work @default.
• W2076676457 sameAs 2076676457 @default.
• W2076676457 citedByCount "2" @default.
• W2076676457 countsByYear W20766764572016 @default.
• W2076676457 countsByYear W20766764572018 @default.
• W2076676457 crossrefType "proceedings-article" @default.
• W2076676457 hasAuthorship W2076676457A5008426252 @default.
• W2076676457 hasAuthorship W2076676457A5025550530 @default.
• W2076676457 hasConcept C109718341 @default.
• W2076676457 hasConcept C11413529 @default.
• W2076676457 hasConcept C122357587 @default.
• W2076676457 hasConcept C123657996 @default.
• W2076676457 hasConcept C126255220 @default.
• W2076676457 hasConcept C126980161 @default.
• W2076676457 hasConcept C135796866 @default.
• W2076676457 hasConcept C142362112 @default.
• W2076676457 hasConcept C147168706 @default.
• W2076676457 hasConcept C153349607 @default.
• W2076676457 hasConcept C154945302 @default.
• W2076676457 hasConcept C164752517 @default.
• W2076676457 hasConcept C181335050 @default.
• W2076676457 hasConcept C33923547 @default.
• W2076676457 hasConcept C41008148 @default.
• W2076676457 hasConcept C50644808 @default.
• W2076676457 hasConcept C85617194 @default.
• W2076676457 hasConceptScore W2076676457C109718341 @default.
• W2076676457 hasConceptScore W2076676457C11413529 @default.
• W2076676457 hasConceptScore W2076676457C122357587 @default.
• W2076676457 hasConceptScore W2076676457C123657996 @default.
• W2076676457 hasConceptScore W2076676457C126255220 @default.
• W2076676457 hasConceptScore W2076676457C126980161 @default.
• W2076676457 hasConceptScore W2076676457C135796866 @default.
• W2076676457 hasConceptScore W2076676457C142362112 @default.
• W2076676457 hasConceptScore W2076676457C147168706 @default.
• W2076676457 hasConceptScore W2076676457C153349607 @default.
• W2076676457 hasConceptScore W2076676457C154945302 @default.
• W2076676457 hasConceptScore W2076676457C164752517 @default.
• W2076676457 hasConceptScore W2076676457C181335050 @default.
• W2076676457 hasConceptScore W2076676457C33923547 @default.
• W2076676457 hasConceptScore W2076676457C41008148 @default.
• W2076676457 hasConceptScore W2076676457C50644808 @default.
• W2076676457 hasConceptScore W2076676457C85617194 @default.
• W2076676457 hasLocation W20766764571 @default.
• W2076676457 hasOpenAccess W2076676457 @default.
• W2076676457 hasPrimaryLocation W20766764571 @default.
• W2076676457 hasRelatedWork W2048060187 @default.
• W2076676457 hasRelatedWork W2129296702 @default.
• W2076676457 hasRelatedWork W2357399182 @default.
• W2076676457 hasRelatedWork W2360222341 @default.
• W2076676457 hasRelatedWork W2360405298 @default.
• W2076676457 hasRelatedWork W2367067072 @default.
• W2076676457 hasRelatedWork W2381368603 @default.
• W2076676457 hasRelatedWork W2492953900 @default.
• W2076676457 hasRelatedWork W2746513410 @default.
• W2076676457 hasRelatedWork W2761914510 @default.
• W2076676457 hasRelatedWork W2768839213 @default.
• W2076676457 hasRelatedWork W2907731505 @default.
• W2076676457 hasRelatedWork W2967662315 @default.
• W2076676457 hasRelatedWork W3006108850 @default.
• W2076676457 hasRelatedWork W3012179842 @default.
• W2076676457 hasRelatedWork W3027411164 @default.
• W2076676457 hasRelatedWork W3082627473 @default.
• W2076676457 hasRelatedWork W3097030396 @default.
• W2076676457 hasRelatedWork W3148121178 @default.
• W2076676457 hasRelatedWork W3149339896 @default.

• next