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ResearchFormerly WizWand

11-class movement classification on EEG-EMG Inter-subject

32AccuracyFMCA-T
8.614.67520.7526.825Oct 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FMCA-TLearning paradigm=EEG-EMG Dependence2024.1032
Deep4Learning paradigm=Supervised2024.1027.4
VicRegLearning paradigm=Self-Supervised2024.1027.4
Barlow TwinsLearning paradigm=Self-Supervised2024.1026.9
EEG-ConformerLearning paradigm=Supervised2024.1026.8
SimCLRLearning paradigm=Self-Supervised2024.1025.7
FMCA-LDLearning paradigm=EEG-EMG Dependence2024.1025.7
EEGNetLearning paradigm=Supervised2024.1024.6
VanillaLearning paradigm=Supervised2024.1022
Deep4Learning paradigm=Supervised2024.1014
FMCA-TLearning paradigm=EEG-EMG Dependence2024.1012.1
SimCLRLearning paradigm=Self-Supervised2024.1011.7
Barlow TwinsLearning paradigm=Self-Supervised2024.1011.5
VicRegLearning paradigm=Self-Supervised2024.1011.5
FMCA-LDLearning paradigm=EEG-EMG Dependence2024.1011.5
VanillaLearning paradigm=Supervised2024.1011
EEG-ConformerLearning paradigm=Supervised2024.1010.5
EEGNetLearning paradigm=Supervised2024.109.5