Matches in SemOpenAlex for { <https://semopenalex.org/work/W2754707179> ?p ?o ?g. }
- W2754707179 abstract "In this study, we explored the classification of singlehanded motor imagery (MI) EEG signals with different complexity. Eight healthy participants were asked to complete a finger-tapping task of different complexity. In signal processing, CSP features were extracted from the band-passed EEG signals. Then, these features were used to define a score using the step-wise linear discriminant analysis (SWLDA) method. The classification accuracy was evaluated by a five-fold cross-validation strategy. The experimental results showed that the average accuracy between different complexity is 79.20%, and the highest is up to 80.84%, indicating the separability of EEG-based MI tasks with different complexity. The EEG-based complexity distinction achieved in this paper would encourage further study of the realization of multiclass MI-based BCI paradigm." @default.
- W2754707179 created "2017-09-25" @default.
- W2754707179 creator A5002039721 @default.
- W2754707179 creator A5006914553 @default.
- W2754707179 creator A5010333307 @default.
- W2754707179 creator A5015706474 @default.
- W2754707179 date "2017-01-01" @default.
- W2754707179 modified "2023-09-27" @default.
- W2754707179 title "EEG-Based Motor Imagery Differing in Task Complexity" @default.
- W2754707179 cites W1967167074 @default.
- W2754707179 cites W1972756701 @default.
- W2754707179 cites W1975226595 @default.
- W2754707179 cites W1989513763 @default.
- W2754707179 cites W1994677652 @default.
- W2754707179 cites W2004959199 @default.
- W2754707179 cites W2010371409 @default.
- W2754707179 cites W2016299781 @default.
- W2754707179 cites W2035907019 @default.
- W2754707179 cites W2055903898 @default.
- W2754707179 cites W2072662136 @default.
- W2754707179 cites W2092573982 @default.
- W2754707179 cites W2099509424 @default.
- W2754707179 cites W2103494817 @default.
- W2754707179 cites W2106006415 @default.
- W2754707179 cites W2108824330 @default.
- W2754707179 cites W2114439024 @default.
- W2754707179 cites W2121682721 @default.
- W2754707179 cites W2131966354 @default.
- W2754707179 cites W2142197234 @default.
- W2754707179 cites W2142280324 @default.
- W2754707179 cites W2151669316 @default.
- W2754707179 cites W2152465745 @default.
- W2754707179 cites W2160498763 @default.
- W2754707179 cites W2160722169 @default.
- W2754707179 cites W2162295492 @default.
- W2754707179 cites W2162337895 @default.
- W2754707179 cites W2163756472 @default.
- W2754707179 cites W2172099620 @default.
- W2754707179 doi "https://doi.org/10.1007/978-3-319-67777-4_55" @default.
- W2754707179 hasPublicationYear "2017" @default.
- W2754707179 type Work @default.
- W2754707179 sameAs 2754707179 @default.
- W2754707179 citedByCount "1" @default.
- W2754707179 countsByYear W27547071792020 @default.
- W2754707179 crossrefType "book-chapter" @default.
- W2754707179 hasAuthorship W2754707179A5002039721 @default.
- W2754707179 hasAuthorship W2754707179A5006914553 @default.
- W2754707179 hasAuthorship W2754707179A5010333307 @default.
- W2754707179 hasAuthorship W2754707179A5015706474 @default.
- W2754707179 hasConcept C11413529 @default.
- W2754707179 hasConcept C118552586 @default.
- W2754707179 hasConcept C153180895 @default.
- W2754707179 hasConcept C154945302 @default.
- W2754707179 hasConcept C15744967 @default.
- W2754707179 hasConcept C162324750 @default.
- W2754707179 hasConcept C173201364 @default.
- W2754707179 hasConcept C179799912 @default.
- W2754707179 hasConcept C187736073 @default.
- W2754707179 hasConcept C2780451532 @default.
- W2754707179 hasConcept C28490314 @default.
- W2754707179 hasConcept C2992114214 @default.
- W2754707179 hasConcept C41008148 @default.
- W2754707179 hasConcept C522805319 @default.
- W2754707179 hasConcept C54808283 @default.
- W2754707179 hasConcept C548259974 @default.
- W2754707179 hasConcept C69738355 @default.
- W2754707179 hasConcept C71924100 @default.
- W2754707179 hasConceptScore W2754707179C11413529 @default.
- W2754707179 hasConceptScore W2754707179C118552586 @default.
- W2754707179 hasConceptScore W2754707179C153180895 @default.
- W2754707179 hasConceptScore W2754707179C154945302 @default.
- W2754707179 hasConceptScore W2754707179C15744967 @default.
- W2754707179 hasConceptScore W2754707179C162324750 @default.
- W2754707179 hasConceptScore W2754707179C173201364 @default.
- W2754707179 hasConceptScore W2754707179C179799912 @default.
- W2754707179 hasConceptScore W2754707179C187736073 @default.
- W2754707179 hasConceptScore W2754707179C2780451532 @default.
- W2754707179 hasConceptScore W2754707179C28490314 @default.
- W2754707179 hasConceptScore W2754707179C2992114214 @default.
- W2754707179 hasConceptScore W2754707179C41008148 @default.
- W2754707179 hasConceptScore W2754707179C522805319 @default.
- W2754707179 hasConceptScore W2754707179C54808283 @default.
- W2754707179 hasConceptScore W2754707179C548259974 @default.
- W2754707179 hasConceptScore W2754707179C69738355 @default.
- W2754707179 hasConceptScore W2754707179C71924100 @default.
- W2754707179 hasLocation W27547071791 @default.
- W2754707179 hasOpenAccess W2754707179 @default.
- W2754707179 hasPrimaryLocation W27547071791 @default.
- W2754707179 hasRelatedWork W147350614 @default.
- W2754707179 hasRelatedWork W199529706 @default.
- W2754707179 hasRelatedWork W2024700907 @default.
- W2754707179 hasRelatedWork W2062614893 @default.
- W2754707179 hasRelatedWork W2286614284 @default.
- W2754707179 hasRelatedWork W2380212121 @default.
- W2754707179 hasRelatedWork W2774366380 @default.
- W2754707179 hasRelatedWork W2784030370 @default.
- W2754707179 hasRelatedWork W2786641296 @default.
- W2754707179 hasRelatedWork W2883269930 @default.
- W2754707179 hasRelatedWork W2895725208 @default.
- W2754707179 hasRelatedWork W3017776159 @default.