Dual layer transfer learning for sEMG-based user-independent gesture recognition

Yingwei Zhang; Yiqiang Chen; Hanchao Yu; Xiaodong Yang; Lu Wang

doi:10.1007/s00779-020-01397-0

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Dual layer transfer learning for sEMG-based user-independent gesture recognition

Yingwei Zhang Yiqiang Chen Hanchao Yu Xiaodong Yang Lu Wang

Year: 2020 Journal: Personal and Ubiquitous Computing Vol: 26 (3)Pages: 575-586 Publisher: Springer Science+Business Media

DOI: 10.1007/s00779-020-01397-0

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Keywords:

Gesture Computer science Gesture recognition Artificial intelligence Transfer of learning SIGNAL (programming language) Pattern recognition (psychology) Speech recognition Layer (electronics)

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Muscle activation and electromyography studies

Physical Sciences → Engineering → Biomedical Engineering

Hand Gesture Recognition Systems

Physical Sciences → Computer Science → Human-Computer Interaction

Advanced Sensor and Energy Harvesting Materials

Physical Sciences → Engineering → Biomedical Engineering

Dual layer transfer learning for sEMG-based user-independent gesture recognition

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