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Explainable deep learning for sEMG-based similar gesture recognition: A Shapley-value-based solution

Feng Wang, Xiaohu Ao, Min Wu, Seiichi Kawata, Jinhua She

2024Information Sciences13 citationsDOI

Topics & Concepts

GestureComputer scienceInterpretabilityArtificial intelligenceGesture recognitionPreprocessorShapley valueDeep learningPattern recognition (psychology)Machine learningConvolutional neural networkSpeech recognitionGame theoryMathematicsMathematical economicsMuscle activation and electromyography studiesTactile and Sensory InteractionsEEG and Brain-Computer Interfaces
Explainable deep learning for sEMG-based similar gesture recognition: A Shapley-value-based solution | Litcius