FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4213213249> ?p ?o ?g. }

• W4213213249 endingPage "128" @default.
• W4213213249 startingPage "115" @default.
• W4213213249 abstract "Motor imagery-based brain–computer interfaces (MI-BCIs) rely on interactions between humans and machines. The (learning) characteristics of both components are key to understand and improve performances. Data-driven methods are often used to select/extract features with very little neurophysiological prior. Should they include prior knowledge and which one? We study the relationship between MI-BCI performances and characteristics of a commonly used subject-specific Most Discriminant Frequency Band (MDFB). Our results showed a correlation between the selected MDFB characteristics (mean and width) and performances. While a causal link could not be determined, online MI-BCI performances obtained using a constrained algorithm --enforcing characteristics associated to high performances– seemed higher than with an unconstrained algorithm. Finally, we used machine learning to 1) predict MI-BCI performances from MDFB characteristics and 2) select automatically the optimal algorithm. This way, the constrained algorithm could improve performances for subjects with either clearly distinct or no distinct EEG patterns." @default.
• W4213213249 created "2022-02-24" @default.
• W4213213249 creator A5010609625 @default.
• W4213213249 creator A5031543320 @default.
• W4213213249 creator A5043350807 @default.
• W4213213249 creator A5047925653 @default.
• W4213213249 creator A5071738335 @default.
• W4213213249 creator A5075533342 @default.
• W4213213249 date "2022-02-14" @default.
• W4213213249 modified "2023-10-15" @default.
• W4213213249 title "When should MI-BCI feature optimization include prior knowledge, and which one?" @default.
• W4213213249 cites W1547702425 @default.
• W4213213249 cites W1587053050 @default.
• W4213213249 cites W1970242638 @default.
• W4213213249 cites W1974371581 @default.
• W4213213249 cites W1978386551 @default.
• W4213213249 cites W1987811832 @default.
• W4213213249 cites W2040775601 @default.
• W4213213249 cites W2052684349 @default.
• W4213213249 cites W2075647286 @default.
• W4213213249 cites W2099509424 @default.
• W4213213249 cites W2106006415 @default.
• W4213213249 cites W2128404967 @default.
• W4213213249 cites W2135046866 @default.
• W4213213249 cites W2137049752 @default.
• W4213213249 cites W2140413964 @default.
• W4213213249 cites W2142280324 @default.
• W4213213249 cites W2149857318 @default.
• W4213213249 cites W2150823344 @default.
• W4213213249 cites W2165892205 @default.
• W4213213249 cites W2168500935 @default.
• W4213213249 cites W2186344531 @default.
• W4213213249 cites W2365862230 @default.
• W4213213249 cites W2804221298 @default.
• W4213213249 cites W2887397374 @default.
• W4213213249 cites W3111331364 @default.
• W4213213249 cites W3128379694 @default.
• W4213213249 doi "https://doi.org/10.1080/2326263x.2022.2033073" @default.
• W4213213249 hasPublicationYear "2022" @default.
• W4213213249 type Work @default.
• W4213213249 citedByCount "5" @default.
• W4213213249 countsByYear W42132132492022 @default.
• W4213213249 countsByYear W42132132492023 @default.
• W4213213249 crossrefType "journal-article" @default.
• W4213213249 hasAuthorship W4213213249A5010609625 @default.
• W4213213249 hasAuthorship W4213213249A5031543320 @default.
• W4213213249 hasAuthorship W4213213249A5043350807 @default.
• W4213213249 hasAuthorship W4213213249A5047925653 @default.
• W4213213249 hasAuthorship W4213213249A5071738335 @default.
• W4213213249 hasAuthorship W4213213249A5075533342 @default.
• W4213213249 hasBestOaLocation W42132132492 @default.
• W4213213249 hasConcept C118552586 @default.
• W4213213249 hasConcept C119857082 @default.
• W4213213249 hasConcept C138885662 @default.
• W4213213249 hasConcept C153180895 @default.
• W4213213249 hasConcept C154945302 @default.
• W4213213249 hasConcept C15744967 @default.
• W4213213249 hasConcept C173201364 @default.
• W4213213249 hasConcept C26517878 @default.
• W4213213249 hasConcept C2776401178 @default.
• W4213213249 hasConcept C38652104 @default.
• W4213213249 hasConcept C41008148 @default.
• W4213213249 hasConcept C41895202 @default.
• W4213213249 hasConcept C522805319 @default.
• W4213213249 hasConcept C54808283 @default.
• W4213213249 hasConcept C69738355 @default.
• W4213213249 hasConceptScore W4213213249C118552586 @default.
• W4213213249 hasConceptScore W4213213249C119857082 @default.
• W4213213249 hasConceptScore W4213213249C138885662 @default.
• W4213213249 hasConceptScore W4213213249C153180895 @default.
• W4213213249 hasConceptScore W4213213249C154945302 @default.
• W4213213249 hasConceptScore W4213213249C15744967 @default.
• W4213213249 hasConceptScore W4213213249C173201364 @default.
• W4213213249 hasConceptScore W4213213249C26517878 @default.
• W4213213249 hasConceptScore W4213213249C2776401178 @default.
• W4213213249 hasConceptScore W4213213249C38652104 @default.
• W4213213249 hasConceptScore W4213213249C41008148 @default.
• W4213213249 hasConceptScore W4213213249C41895202 @default.
• W4213213249 hasConceptScore W4213213249C522805319 @default.
• W4213213249 hasConceptScore W4213213249C54808283 @default.
• W4213213249 hasConceptScore W4213213249C69738355 @default.
• W4213213249 hasFunder F4320334678 @default.
• W4213213249 hasIssue "2" @default.
• W4213213249 hasLocation W42132132491 @default.
• W4213213249 hasLocation W42132132492 @default.
• W4213213249 hasLocation W42132132493 @default.
• W4213213249 hasLocation W42132132494 @default.
• W4213213249 hasLocation W42132132495 @default.
• W4213213249 hasOpenAccess W4213213249 @default.
• W4213213249 hasPrimaryLocation W42132132491 @default.
• W4213213249 hasRelatedWork W1513407214 @default.
• W4213213249 hasRelatedWork W195417223 @default.
• W4213213249 hasRelatedWork W1961545574 @default.
• W4213213249 hasRelatedWork W1977940006 @default.
• W4213213249 hasRelatedWork W1984377984 @default.
• W4213213249 hasRelatedWork W2047816336 @default.
• W4213213249 hasRelatedWork W2510077457 @default.
• W4213213249 hasRelatedWork W2887556756 @default.

• next