Enhancing squat movement classification performance with a gated long-short term memory with transformer network model

Bodyweight squat is one of the basic sports training exercises. Automatic classification of aberrant squat movements can guide safe and effective bodyweight squat exercise in sports training. This study presents a novel gated long-short term memory with transformer network (GLTN) model for the class...

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Veröffentlicht in:Sports biomechanics 2024-02, p.1-16
Hauptverfasser: Hu, Xinyao, Zhang, Wenyue, Ou, Haopeng, Mo, Shiwei, Liang, Fenjie, Liu, Junshi, Zhao, Zhong, Qu, Xingda
Format: Artikel
Sprache:eng
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