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ResearchFormerly WizWand

BCI classification on Hinss2021 (inter-session)

56.43Balanced Accuracy(1.5)-LCM
36.014841.314946.61551.9151Jun 2, 2022Jul 30, 2022Sep 26, 2022Nov 24, 2022Jan 21, 2023Mar 20, 2023May 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
(1.5)-LCMBackbone=SPDDSMBN, Classifier=SPD MLR2023.0556.43
(1)-LCMBackbone=SPDDSMBN, Classifier=SPD MLR2023.0555.71
TSMNet(SPDDSMBN)UDA=yes, degrees of freedom=29, classes=32022.0654.7
LogEig MLRBackbone=SPDDSMBN2023.0553.83
Gyro-AIMBackbone=SPDDSMBN2023.0553.36
(1,0)-LEMBackbone=SPDDSMBN, Classifier=SPD MLR2023.0553.16
ShConvNet+DANNUDA=yes, degrees of freedom=29, classes=32022.0651.5
URPA+MDMUDA=yes, degrees of freedom=29, classes=32022.0651.4
EEGNet+DANNUDA=yes, degrees of freedom=29, classes=32022.0649.4
ShConvNetUDA=no, degrees of freedom=29, classes=32022.0648.9
FBCSP+DSS+LDAUDA=yes, degrees of freedom=29, classes=32022.0647.1
EEGNetUDA=no, degrees of freedom=29, classes=32022.0646.3
FBCSP+SVMUDA=no, degrees of freedom=29, classes=32022.0643.7
SPDOT-TSM+SVMUDA=yes, degrees of freedom=29, classes=32022.0642
FB+TSM+LRUDA=no, degrees of freedom=29, classes=32022.0640.8
TSM+SVMUDA=no, degrees of freedom=29, classes=32022.0636.8