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ResearchFormerly WizWand

BCI classification on Hinss inter-subject 2021

52.4Balanced AccuracyTSMNet(SPDDSMBN)
39.9243.1646.449.64Jun 2, 2022Jul 30, 2022Sep 26, 2022Nov 24, 2022Jan 21, 2023Mar 20, 2023May 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TSMNet(SPDDSMBN)UDA=yes, degrees of freedom=14, classes=32022.0652.4
(1.5)-LCMBackbone=SPDDSMBN, Classifier=SPD MLR2023.0551.65
(1)-LCMBackbone=SPDDSMBN, Classifier=SPD MLR2023.0551.6
(1,0)-LEMBackbone=SPDDSMBN, Classifier=SPD MLR2023.0551.41
Gyro-AIMBackbone=SPDDSMBN2023.0550.65
EEGNet+DANNUDA=yes, degrees of freedom=14, classes=32022.0650
LogEig MLRBackbone=SPDDSMBN2023.0549.68
ShConvNet+DANNUDA=yes, degrees of freedom=14, classes=32022.0648.8
FBCSP+DSS+LDAUDA=yes, degrees of freedom=14, classes=32022.0648.4
URPA+MDMUDA=yes, degrees of freedom=14, classes=32022.0648.4
EEGNetUDA=no, degrees of freedom=14, classes=32022.0647.8
ShConvNetUDA=no, degrees of freedom=14, classes=32022.0645.9
FBCSP+SVMUDA=no, degrees of freedom=14, classes=32022.0645.6
FB+TSM+LRUDA=no, degrees of freedom=14, classes=32022.0645.1
TSM+SVMUDA=no, degrees of freedom=14, classes=32022.0641.7
SPDOT-TSM+SVMUDA=yes, degrees of freedom=14, classes=32022.0640.4