Matches in SemOpenAlex for { <https://semopenalex.org/work/W2800457852> ?p ?o ?g. }
- W2800457852 endingPage "956" @default.
- W2800457852 startingPage "948" @default.
- W2800457852 abstract "A new method for steady-state visual evoked potentials (SSVEPs) frequency recognition is proposed to enhance the performance of SSVEP-based brain-computer interface (BCI). Correlated component analysis (CORCA) is introduced, which originally was designed to find linear combinations of electrodes that are consistent across subjects and maximally correlated between them. We propose a CORCA algorithm to learn spatial filters with multiple blocks of individual training data for SSVEP-based BCI scenario. The spatial filters are used to remove background noises by combining the multichannel electroencephalogram signals. We conduct a comparison between the proposed CORCA-based and the task-related component analysis (TRCA) based methods using a 40-class SSVEP benchmark data set recorded from 35 subjects. Our experimental study validates the efficiency of the CORCA-based method, and the extensive comparison results indicate that the CORCA-based method significantly outperforms the TRCA-based method. Superior performance demonstrates that the proposed method holds the promising potential to achieve satisfactory performance for SSVEP-based BCI with a large number of targets." @default.
- W2800457852 created "2018-05-17" @default.
- W2800457852 creator A5003061872 @default.
- W2800457852 creator A5012122902 @default.
- W2800457852 creator A5017427215 @default.
- W2800457852 creator A5017631867 @default.
- W2800457852 creator A5018644308 @default.
- W2800457852 creator A5036187685 @default.
- W2800457852 creator A5071229482 @default.
- W2800457852 creator A5071773009 @default.
- W2800457852 creator A5074344655 @default.
- W2800457852 creator A5083182987 @default.
- W2800457852 date "2018-05-01" @default.
- W2800457852 modified "2023-10-16" @default.
- W2800457852 title "Correlated Component Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface" @default.
- W2800457852 cites W1964019392 @default.
- W2800457852 cites W1967545169 @default.
- W2800457852 cites W1968916327 @default.
- W2800457852 cites W1974609966 @default.
- W2800457852 cites W1985638190 @default.
- W2800457852 cites W1994744369 @default.
- W2800457852 cites W2004959199 @default.
- W2800457852 cites W2010091913 @default.
- W2800457852 cites W2010625877 @default.
- W2800457852 cites W2011823558 @default.
- W2800457852 cites W2019309916 @default.
- W2800457852 cites W2025024201 @default.
- W2800457852 cites W2041998778 @default.
- W2800457852 cites W2051360945 @default.
- W2800457852 cites W2070910303 @default.
- W2800457852 cites W2079223014 @default.
- W2800457852 cites W2089594124 @default.
- W2800457852 cites W2092691640 @default.
- W2800457852 cites W2098725211 @default.
- W2800457852 cites W2100874881 @default.
- W2800457852 cites W2120149217 @default.
- W2800457852 cites W2122515425 @default.
- W2800457852 cites W2127300430 @default.
- W2800457852 cites W2132876794 @default.
- W2800457852 cites W2143183535 @default.
- W2800457852 cites W2147854680 @default.
- W2800457852 cites W2163939660 @default.
- W2800457852 cites W2247338144 @default.
- W2800457852 cites W2296772806 @default.
- W2800457852 cites W2338065876 @default.
- W2800457852 cites W2345202467 @default.
- W2800457852 cites W2496143321 @default.
- W2800457852 cites W2548896250 @default.
- W2800457852 cites W2553904372 @default.
- W2800457852 cites W2570706148 @default.
- W2800457852 cites W2590420622 @default.
- W2800457852 cites W2590663827 @default.
- W2800457852 cites W2605492512 @default.
- W2800457852 cites W2607334604 @default.
- W2800457852 cites W2620953090 @default.
- W2800457852 cites W2621169658 @default.
- W2800457852 cites W2749714969 @default.
- W2800457852 cites W2790114788 @default.
- W2800457852 cites W2792722712 @default.
- W2800457852 cites W2963232339 @default.
- W2800457852 cites W3103655579 @default.
- W2800457852 doi "https://doi.org/10.1109/tnsre.2018.2826541" @default.
- W2800457852 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29752229" @default.
- W2800457852 hasPublicationYear "2018" @default.
- W2800457852 type Work @default.
- W2800457852 sameAs 2800457852 @default.
- W2800457852 citedByCount "69" @default.
- W2800457852 countsByYear W28004578522018 @default.
- W2800457852 countsByYear W28004578522019 @default.
- W2800457852 countsByYear W28004578522020 @default.
- W2800457852 countsByYear W28004578522021 @default.
- W2800457852 countsByYear W28004578522022 @default.
- W2800457852 countsByYear W28004578522023 @default.
- W2800457852 crossrefType "journal-article" @default.
- W2800457852 hasAuthorship W2800457852A5003061872 @default.
- W2800457852 hasAuthorship W2800457852A5012122902 @default.
- W2800457852 hasAuthorship W2800457852A5017427215 @default.
- W2800457852 hasAuthorship W2800457852A5017631867 @default.
- W2800457852 hasAuthorship W2800457852A5018644308 @default.
- W2800457852 hasAuthorship W2800457852A5036187685 @default.
- W2800457852 hasAuthorship W2800457852A5071229482 @default.
- W2800457852 hasAuthorship W2800457852A5071773009 @default.
- W2800457852 hasAuthorship W2800457852A5074344655 @default.
- W2800457852 hasAuthorship W2800457852A5083182987 @default.
- W2800457852 hasConcept C113843644 @default.
- W2800457852 hasConcept C118552586 @default.
- W2800457852 hasConcept C121332964 @default.
- W2800457852 hasConcept C121475858 @default.
- W2800457852 hasConcept C129307140 @default.
- W2800457852 hasConcept C13280743 @default.
- W2800457852 hasConcept C153180895 @default.
- W2800457852 hasConcept C154945302 @default.
- W2800457852 hasConcept C15744967 @default.
- W2800457852 hasConcept C157915830 @default.
- W2800457852 hasConcept C168167062 @default.
- W2800457852 hasConcept C173201364 @default.
- W2800457852 hasConcept C173608175 @default.
- W2800457852 hasConcept C177264268 @default.