Matches in SemOpenAlex for { <https://semopenalex.org/work/W124407589> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W124407589 endingPage "90" @default.
- W124407589 startingPage "85" @default.
- W124407589 abstract "The current study introduces an adaptive Bayesian learning scheme which discriminates between left hand movement imagination, right hand movement imagination and idle (i.e. no-command) state in an EEG Brain Computer Interface. Unlike previous BCI designs using minimal training, the user does not have to continuously imagine a movement in order to control a cursor. Rather, the cursor reacts meaningfully only when a trained movement imagination is produced. The algorithmic approach was to compute Gaussian probability distributions in log-variance of main Common Spatial Patterns for each movement class, infer from these a prior distribution of idle-class, and allow each distribution to adapt during feedback BCI performance. By producing a markedly different but complexity constrained partition of feature space than with LDA classifiers, allowing the classifier to adapt and introducing an intermediary state driven by the classifier output through a dynamic control law, 90% level classification accuracy was achieved with less than 5 seconds activation time from cued onset." @default.
- W124407589 created "2016-06-24" @default.
- W124407589 creator A5004328317 @default.
- W124407589 creator A5037459797 @default.
- W124407589 creator A5046216801 @default.
- W124407589 creator A5057434469 @default.
- W124407589 date "2008-02-06" @default.
- W124407589 modified "2023-09-23" @default.
- W124407589 title "Asynchronous, adaptive BCI using movement imagination training and rest-state inference" @default.
- W124407589 cites W2010371409 @default.
- W124407589 cites W2098590735 @default.
- W124407589 cites W2101629643 @default.
- W124407589 cites W2102265412 @default.
- W124407589 cites W2110399130 @default.
- W124407589 cites W2111636711 @default.
- W124407589 cites W2128404967 @default.
- W124407589 cites W2149090293 @default.
- W124407589 cites W2150764079 @default.
- W124407589 cites W2155758585 @default.
- W124407589 cites W2166885413 @default.
- W124407589 cites W2171168272 @default.
- W124407589 cites W2546040345 @default.
- W124407589 cites W2899599582 @default.
- W124407589 hasPublicationYear "2008" @default.
- W124407589 type Work @default.
- W124407589 sameAs 124407589 @default.
- W124407589 citedByCount "0" @default.
- W124407589 crossrefType "proceedings-article" @default.
- W124407589 hasAuthorship W124407589A5004328317 @default.
- W124407589 hasAuthorship W124407589A5037459797 @default.
- W124407589 hasAuthorship W124407589A5046216801 @default.
- W124407589 hasAuthorship W124407589A5057434469 @default.
- W124407589 hasConcept C107673813 @default.
- W124407589 hasConcept C111919701 @default.
- W124407589 hasConcept C118552586 @default.
- W124407589 hasConcept C154945302 @default.
- W124407589 hasConcept C15744967 @default.
- W124407589 hasConcept C16320812 @default.
- W124407589 hasConcept C173201364 @default.
- W124407589 hasConcept C2776214188 @default.
- W124407589 hasConcept C2776990265 @default.
- W124407589 hasConcept C28490314 @default.
- W124407589 hasConcept C41008148 @default.
- W124407589 hasConcept C522805319 @default.
- W124407589 hasConcept C95623464 @default.
- W124407589 hasConceptScore W124407589C107673813 @default.
- W124407589 hasConceptScore W124407589C111919701 @default.
- W124407589 hasConceptScore W124407589C118552586 @default.
- W124407589 hasConceptScore W124407589C154945302 @default.
- W124407589 hasConceptScore W124407589C15744967 @default.
- W124407589 hasConceptScore W124407589C16320812 @default.
- W124407589 hasConceptScore W124407589C173201364 @default.
- W124407589 hasConceptScore W124407589C2776214188 @default.
- W124407589 hasConceptScore W124407589C2776990265 @default.
- W124407589 hasConceptScore W124407589C28490314 @default.
- W124407589 hasConceptScore W124407589C41008148 @default.
- W124407589 hasConceptScore W124407589C522805319 @default.
- W124407589 hasConceptScore W124407589C95623464 @default.
- W124407589 hasLocation W1244075891 @default.
- W124407589 hasOpenAccess W124407589 @default.
- W124407589 hasPrimaryLocation W1244075891 @default.
- W124407589 hasRelatedWork W1556197025 @default.
- W124407589 hasRelatedWork W1612549465 @default.
- W124407589 hasRelatedWork W1948920913 @default.
- W124407589 hasRelatedWork W2001709653 @default.
- W124407589 hasRelatedWork W2071408162 @default.
- W124407589 hasRelatedWork W2143013739 @default.
- W124407589 hasRelatedWork W2152622262 @default.
- W124407589 hasRelatedWork W2157340506 @default.
- W124407589 hasRelatedWork W2171168272 @default.
- W124407589 hasRelatedWork W2545598818 @default.
- W124407589 hasRelatedWork W2586762861 @default.
- W124407589 hasRelatedWork W2753347730 @default.
- W124407589 hasRelatedWork W2764089326 @default.
- W124407589 hasRelatedWork W2790056343 @default.
- W124407589 hasRelatedWork W2795796580 @default.
- W124407589 hasRelatedWork W2807978051 @default.
- W124407589 hasRelatedWork W2897012154 @default.
- W124407589 hasRelatedWork W2951790203 @default.
- W124407589 hasRelatedWork W3007450841 @default.
- W124407589 hasRelatedWork W3124243072 @default.
- W124407589 isParatext "false" @default.
- W124407589 isRetracted "false" @default.
- W124407589 magId "124407589" @default.
- W124407589 workType "article" @default.