FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201873312> ?p ?o ?g. }

• W3201873312 abstract "In this paper, we address the question of which type of predictive modeling, classification, or regression, fits better the task of equalization using neural networks (NN) based post-processing in coherent optical communication, where the transmission channel is nonlinear and dispersive. For the first time, we presented some possible drawbacks in using each type of predictive task in a machine learning context for the nonlinear channel equalization problem. We studied two types of equalizers based on the feed-forward and recurrent neural networks over several different transmission scenarios, in linear and nonlinear regimes of the optical channel. We observed in all those cases that the training based on regression results in faster convergence and finally a superior performance, in terms of Q-factor and achievable information rate." @default.
• W3201873312 created "2021-10-11" @default.
• W3201873312 creator A5024195302 @default.
• W3201873312 creator A5032852537 @default.
• W3201873312 creator A5076069500 @default.
• W3201873312 creator A5080140945 @default.
• W3201873312 creator A5084823616 @default.
• W3201873312 date "2021-09-28" @default.
• W3201873312 modified "2023-09-23" @default.
• W3201873312 title "Neural networks based post-equalization in coherent optical systems: regression versus classification" @default.
• W3201873312 cites W1979057819 @default.
• W3201873312 cites W1981976602 @default.
• W3201873312 cites W2018789963 @default.
• W3201873312 cites W2294103580 @default.
• W3201873312 cites W2341313195 @default.
• W3201873312 cites W2345562294 @default.
• W3201873312 cites W2406273144 @default.
• W3201873312 cites W2608677659 @default.
• W3201873312 cites W2734408173 @default.
• W3201873312 cites W2735871862 @default.
• W3201873312 cites W2736068844 @default.
• W3201873312 cites W2751389312 @default.
• W3201873312 cites W2765936348 @default.
• W3201873312 cites W2793745122 @default.
• W3201873312 cites W2797033345 @default.
• W3201873312 cites W2888918761 @default.
• W3201873312 cites W2889669663 @default.
• W3201873312 cites W2905909910 @default.
• W3201873312 cites W2960365388 @default.
• W3201873312 cites W2964101383 @default.
• W3201873312 cites W2970939944 @default.
• W3201873312 cites W3010103330 @default.
• W3201873312 cites W3010964076 @default.
• W3201873312 cites W3082985738 @default.
• W3201873312 cites W3084415717 @default.
• W3201873312 cites W3084602832 @default.
• W3201873312 cites W3090189500 @default.
• W3201873312 cites W3102627954 @default.
• W3201873312 cites W3110330985 @default.
• W3201873312 cites W3113082919 @default.
• W3201873312 cites W3131650981 @default.
• W3201873312 cites W3132775751 @default.
• W3201873312 cites W3141960794 @default.
• W3201873312 cites W3185954421 @default.
• W3201873312 cites W3186360695 @default.
• W3201873312 cites W3190563749 @default.
• W3201873312 hasPublicationYear "2021" @default.
• W3201873312 type Work @default.
• W3201873312 sameAs 3201873312 @default.
• W3201873312 citedByCount "0" @default.
• W3201873312 crossrefType "posted-content" @default.
• W3201873312 hasAuthorship W3201873312A5024195302 @default.
• W3201873312 hasAuthorship W3201873312A5032852537 @default.
• W3201873312 hasAuthorship W3201873312A5076069500 @default.
• W3201873312 hasAuthorship W3201873312A5080140945 @default.
• W3201873312 hasAuthorship W3201873312A5084823616 @default.
• W3201873312 hasConcept C105795698 @default.
• W3201873312 hasConcept C119857082 @default.
• W3201873312 hasConcept C121332964 @default.
• W3201873312 hasConcept C127162648 @default.
• W3201873312 hasConcept C127413603 @default.
• W3201873312 hasConcept C151730666 @default.
• W3201873312 hasConcept C154945302 @default.
• W3201873312 hasConcept C158622935 @default.
• W3201873312 hasConcept C162324750 @default.
• W3201873312 hasConcept C201995342 @default.
• W3201873312 hasConcept C2777303404 @default.
• W3201873312 hasConcept C2779343474 @default.
• W3201873312 hasConcept C2780451532 @default.
• W3201873312 hasConcept C33923547 @default.
• W3201873312 hasConcept C41008148 @default.
• W3201873312 hasConcept C50522688 @default.
• W3201873312 hasConcept C50644808 @default.
• W3201873312 hasConcept C62520636 @default.
• W3201873312 hasConcept C75755367 @default.
• W3201873312 hasConcept C761482 @default.
• W3201873312 hasConcept C76155785 @default.
• W3201873312 hasConcept C83546350 @default.
• W3201873312 hasConcept C86803240 @default.
• W3201873312 hasConceptScore W3201873312C105795698 @default.
• W3201873312 hasConceptScore W3201873312C119857082 @default.
• W3201873312 hasConceptScore W3201873312C121332964 @default.
• W3201873312 hasConceptScore W3201873312C127162648 @default.
• W3201873312 hasConceptScore W3201873312C127413603 @default.
• W3201873312 hasConceptScore W3201873312C151730666 @default.
• W3201873312 hasConceptScore W3201873312C154945302 @default.
• W3201873312 hasConceptScore W3201873312C158622935 @default.
• W3201873312 hasConceptScore W3201873312C162324750 @default.
• W3201873312 hasConceptScore W3201873312C201995342 @default.
• W3201873312 hasConceptScore W3201873312C2777303404 @default.
• W3201873312 hasConceptScore W3201873312C2779343474 @default.
• W3201873312 hasConceptScore W3201873312C2780451532 @default.
• W3201873312 hasConceptScore W3201873312C33923547 @default.
• W3201873312 hasConceptScore W3201873312C41008148 @default.
• W3201873312 hasConceptScore W3201873312C50522688 @default.
• W3201873312 hasConceptScore W3201873312C50644808 @default.
• W3201873312 hasConceptScore W3201873312C62520636 @default.
• W3201873312 hasConceptScore W3201873312C75755367 @default.
• W3201873312 hasConceptScore W3201873312C761482 @default.
• W3201873312 hasConceptScore W3201873312C76155785 @default.

• next