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An end-to-end lower limb activity recognition framework based on sEMG data augmentation and enhanced CapsNet

Changhe Zhang, Yangan Li, Zidong Yu, Xiaolin Huang, Jiang Xu, Chao Deng

2023Expert Systems with Applications22 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceRobustness (evolution)Pattern recognition (psychology)Feature extractionClassifier (UML)Noise reductionArtificial neural networkMachine learningBiochemistryGeneChemistryMuscle activation and electromyography studiesEEG and Brain-Computer InterfacesECG Monitoring and Analysis
An end-to-end lower limb activity recognition framework based on sEMG data augmentation and enhanced CapsNet | Litcius