Continuous Estimation of Hand Kinematics from Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING（2025）
Key words
Transformers,Accuracy,Estimation,Computational modeling,Electromyography,Training,Grasping,Feature extraction,Convolution,Deep learning,sEMG,continuous estimation,finger kinematics,Transformer,model efficiency
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