FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2743793037> ?p ?o ?g. }

• W2743793037 abstract "Brain-computer interfaces (BCIs) allow users to control a device by interpreting their brain activity. For simplicity, these devices are designed to be operated by purposefully modulating specific predetermined neurophysiological signals, such as the sensorimotor rhythm. However, the ability to modulate a given neurophysiological signal is highly variable across individuals, contributing to the inconsistent performance of BCIs for different users. These differences suggest that individuals who experience poor BCI performance with one class of brain signals might have good results with another. In order to take advantage of individual abilities as they relate to BCI control, we need to move beyond the current approaches. In this letter, we explore a new BCI design aimed at a more individualized and user-focused experience, which we call open-ended BCI. Individual users were given the freedom to discover their own mental strategies as opposed to being trained to modulate a given brain signal. They then underwent multiple coadaptive training sessions with the BCI. Our first open-ended BCI performed similarly to comparable BCIs while accommodating a wider variety of mental strategies without a priori knowledge of the specific brain signals any individual might use. Post hoc analysis revealed individual differences in terms of which sensory modality yielded optimal performance. We found a large and significant effect of individual differences in background training and expertise, such as in musical training, on BCI performance. Future research should be focused on finding more generalized solutions to user training and brain state decoding methods to fully utilize the abilities of different individuals in an open-ended BCI. Accounting for each individual's areas of expertise could have important implications on BCI training and BCI application design." @default.
• W2743793037 created "2017-08-17" @default.
• W2743793037 creator A5016211090 @default.
• W2743793037 creator A5045485524 @default.
• W2743793037 creator A5077056958 @default.
• W2743793037 date "2017-10-01" @default.
• W2743793037 modified "2023-09-26" @default.
• W2743793037 title "Toward an Open-Ended BCI: A User-Centered Coadaptive Design" @default.
• W2743793037 cites W1430589195 @default.
• W2743793037 cites W1504843752 @default.
• W2743793037 cites W1964205149 @default.
• W2743793037 cites W1969223073 @default.
• W2743793037 cites W1974371581 @default.
• W2743793037 cites W1987206804 @default.
• W2743793037 cites W1990382927 @default.
• W2743793037 cites W1990746954 @default.
• W2743793037 cites W1991410152 @default.
• W2743793037 cites W1993818293 @default.
• W2743793037 cites W1999783865 @default.
• W2743793037 cites W2011402106 @default.
• W2743793037 cites W2018040425 @default.
• W2743793037 cites W2026366400 @default.
• W2743793037 cites W2030729605 @default.
• W2743793037 cites W2034744369 @default.
• W2743793037 cites W2039665627 @default.
• W2743793037 cites W2056983531 @default.
• W2743793037 cites W2065628965 @default.
• W2743793037 cites W2068654413 @default.
• W2743793037 cites W2070109585 @default.
• W2743793037 cites W2088746603 @default.
• W2743793037 cites W2091053014 @default.
• W2743793037 cites W2096721210 @default.
• W2743793037 cites W2098590735 @default.
• W2743793037 cites W2099509424 @default.
• W2743793037 cites W2103494817 @default.
• W2743793037 cites W2106006415 @default.
• W2743793037 cites W2108824330 @default.
• W2743793037 cites W2109905631 @default.
• W2743793037 cites W2110399130 @default.
• W2743793037 cites W2110562154 @default.
• W2743793037 cites W2136376588 @default.
• W2743793037 cites W2137237725 @default.
• W2743793037 cites W2141220295 @default.
• W2743793037 cites W2142280324 @default.
• W2743793037 cites W2147659606 @default.
• W2743793037 cites W2149090293 @default.
• W2743793037 cites W2151366594 @default.
• W2743793037 cites W2152171700 @default.
• W2743793037 cites W2153635508 @default.
• W2743793037 cites W2154053567 @default.
• W2743793037 cites W2157725122 @default.
• W2743793037 cites W2168839829 @default.
• W2743793037 cites W2168905284 @default.
• W2743793037 cites W2186344531 @default.
• W2743793037 cites W2618704331 @default.
• W2743793037 cites W4239510810 @default.
• W2743793037 cites W4294214781 @default.
• W2743793037 cites W5015309 @default.
• W2743793037 doi "https://doi.org/10.1162/neco_a_01001" @default.
• W2743793037 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28777722" @default.
• W2743793037 hasPublicationYear "2017" @default.
• W2743793037 type Work @default.
• W2743793037 sameAs 2743793037 @default.
• W2743793037 citedByCount "8" @default.
• W2743793037 countsByYear W27437930372017 @default.
• W2743793037 countsByYear W27437930372018 @default.
• W2743793037 countsByYear W27437930372019 @default.
• W2743793037 countsByYear W27437930372021 @default.
• W2743793037 countsByYear W27437930372022 @default.
• W2743793037 crossrefType "journal-article" @default.
• W2743793037 hasAuthorship W2743793037A5016211090 @default.
• W2743793037 hasAuthorship W2743793037A5045485524 @default.
• W2743793037 hasAuthorship W2743793037A5077056958 @default.
• W2743793037 hasConcept C107457646 @default.
• W2743793037 hasConcept C120843803 @default.
• W2743793037 hasConcept C152478114 @default.
• W2743793037 hasConcept C15744967 @default.
• W2743793037 hasConcept C169760540 @default.
• W2743793037 hasConcept C173201364 @default.
• W2743793037 hasConcept C2780226545 @default.
• W2743793037 hasConcept C41008148 @default.
• W2743793037 hasConcept C522805319 @default.
• W2743793037 hasConceptScore W2743793037C107457646 @default.
• W2743793037 hasConceptScore W2743793037C120843803 @default.
• W2743793037 hasConceptScore W2743793037C152478114 @default.
• W2743793037 hasConceptScore W2743793037C15744967 @default.
• W2743793037 hasConceptScore W2743793037C169760540 @default.
• W2743793037 hasConceptScore W2743793037C173201364 @default.
• W2743793037 hasConceptScore W2743793037C2780226545 @default.
• W2743793037 hasConceptScore W2743793037C41008148 @default.
• W2743793037 hasConceptScore W2743793037C522805319 @default.
• W2743793037 hasLocation W27437930371 @default.
• W2743793037 hasLocation W27437930372 @default.
• W2743793037 hasOpenAccess W2743793037 @default.
• W2743793037 hasPrimaryLocation W27437930371 @default.
• W2743793037 hasRelatedWork W1599848788 @default.
• W2743793037 hasRelatedWork W1982830383 @default.
• W2743793037 hasRelatedWork W1988914278 @default.
• W2743793037 hasRelatedWork W2034610220 @default.
• W2743793037 hasRelatedWork W2133287598 @default.

• next