FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2982056594> ?p ?o ?g. }

• W2982056594 endingPage "44" @default.
• W2982056594 startingPage "36" @default.
• W2982056594 abstract "Canonical correlation analysis (CCA) has been widely used for frequency recognition in steady-state visual evoked potential (SSVEP) based brain–computer interfaces (BCIs). However, linear CCA-based methods may be insufficient given the complexity of EEG signals. A nonlinear feature extraction method based on deep multiset CCA (DMCCA) is proposed for SSVEP recognition to fully utilize the real EEG and constructed sine–cosine signals. In DMCCA, neural networks are trained to learn the nonlinear representations of multiple sets of EEG signals at the same frequency by maximizing the overall correlation within the representations and reference signals. Therefore, reference signals are augmented with the extracted features for frequency recognition. Finally, the proposed method is evaluated using SSVEP signals collected from 10 subjects. DMCCA-based method outperforms others in terms of classification accuracy compared with CCA- and multiset CCA-based methods. The proposed DMCCA-based method has substantial potential for improving the recognition performance of SSVEP signals." @default.
• W2982056594 created "2019-11-01" @default.
• W2982056594 creator A5018676117 @default.
• W2982056594 creator A5021376482 @default.
• W2982056594 creator A5028433300 @default.
• W2982056594 creator A5047229423 @default.
• W2982056594 creator A5068783635 @default.
• W2982056594 creator A5073891050 @default.
• W2982056594 creator A5087044913 @default.
• W2982056594 date "2020-02-01" @default.
• W2982056594 modified "2023-10-18" @default.
• W2982056594 title "Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA" @default.
• W2982056594 cites W1653844963 @default.
• W2982056594 cites W1998344981 @default.
• W2982056594 cites W2010625877 @default.
• W2982056594 cites W2059480196 @default.
• W2982056594 cites W2079223014 @default.
• W2982056594 cites W2105478324 @default.
• W2982056594 cites W2130122525 @default.
• W2982056594 cites W2132904845 @default.
• W2982056594 cites W2168572392 @default.
• W2982056594 cites W2338492816 @default.
• W2982056594 cites W2400448630 @default.
• W2982056594 cites W2549190748 @default.
• W2982056594 cites W2605492512 @default.
• W2982056594 cites W2609771872 @default.
• W2982056594 cites W2621169658 @default.
• W2982056594 cites W2790114788 @default.
• W2982056594 cites W2794345050 @default.
• W2982056594 cites W2963166102 @default.
• W2982056594 cites W2966567899 @default.
• W2982056594 cites W3103655579 @default.
• W2982056594 cites W3149679044 @default.
• W2982056594 cites W4237723258 @default.
• W2982056594 doi "https://doi.org/10.1016/j.neucom.2019.10.049" @default.
• W2982056594 hasPublicationYear "2020" @default.
• W2982056594 type Work @default.
• W2982056594 sameAs 2982056594 @default.
• W2982056594 citedByCount "34" @default.
• W2982056594 countsByYear W29820565942020 @default.
• W2982056594 countsByYear W29820565942021 @default.
• W2982056594 countsByYear W29820565942022 @default.
• W2982056594 countsByYear W29820565942023 @default.
• W2982056594 crossrefType "journal-article" @default.
• W2982056594 hasAuthorship W2982056594A5018676117 @default.
• W2982056594 hasAuthorship W2982056594A5021376482 @default.
• W2982056594 hasAuthorship W2982056594A5028433300 @default.
• W2982056594 hasAuthorship W2982056594A5047229423 @default.
• W2982056594 hasAuthorship W2982056594A5068783635 @default.
• W2982056594 hasAuthorship W2982056594A5073891050 @default.
• W2982056594 hasAuthorship W2982056594A5087044913 @default.
• W2982056594 hasConcept C114614502 @default.
• W2982056594 hasConcept C118552586 @default.
• W2982056594 hasConcept C138885662 @default.
• W2982056594 hasConcept C153180895 @default.
• W2982056594 hasConcept C153874254 @default.
• W2982056594 hasConcept C154945302 @default.
• W2982056594 hasConcept C15744967 @default.
• W2982056594 hasConcept C173201364 @default.
• W2982056594 hasConcept C2776401178 @default.
• W2982056594 hasConcept C2779623528 @default.
• W2982056594 hasConcept C28490314 @default.
• W2982056594 hasConcept C33923547 @default.
• W2982056594 hasConcept C41008148 @default.
• W2982056594 hasConcept C41895202 @default.
• W2982056594 hasConcept C522805319 @default.
• W2982056594 hasConcept C52622490 @default.
• W2982056594 hasConceptScore W2982056594C114614502 @default.
• W2982056594 hasConceptScore W2982056594C118552586 @default.
• W2982056594 hasConceptScore W2982056594C138885662 @default.
• W2982056594 hasConceptScore W2982056594C153180895 @default.
• W2982056594 hasConceptScore W2982056594C153874254 @default.
• W2982056594 hasConceptScore W2982056594C154945302 @default.
• W2982056594 hasConceptScore W2982056594C15744967 @default.
• W2982056594 hasConceptScore W2982056594C173201364 @default.
• W2982056594 hasConceptScore W2982056594C2776401178 @default.
• W2982056594 hasConceptScore W2982056594C2779623528 @default.
• W2982056594 hasConceptScore W2982056594C28490314 @default.
• W2982056594 hasConceptScore W2982056594C33923547 @default.
• W2982056594 hasConceptScore W2982056594C41008148 @default.
• W2982056594 hasConceptScore W2982056594C41895202 @default.
• W2982056594 hasConceptScore W2982056594C522805319 @default.
• W2982056594 hasConceptScore W2982056594C52622490 @default.
• W2982056594 hasFunder F4320321001 @default.
• W2982056594 hasFunder F4320336026 @default.
• W2982056594 hasLocation W29820565941 @default.
• W2982056594 hasOpenAccess W2982056594 @default.
• W2982056594 hasPrimaryLocation W29820565941 @default.
• W2982056594 hasRelatedWork W1508127764 @default.
• W2982056594 hasRelatedWork W1984946761 @default.
• W2982056594 hasRelatedWork W1991496323 @default.
• W2982056594 hasRelatedWork W2293800410 @default.
• W2982056594 hasRelatedWork W2321737855 @default.
• W2982056594 hasRelatedWork W2578144857 @default.
• W2982056594 hasRelatedWork W2762769322 @default.
• W2982056594 hasRelatedWork W3004117467 @default.
• W2982056594 hasRelatedWork W3183638985 @default.
• W2982056594 hasRelatedWork W4320021951 @default.

• next