Few-Shot Learning (FSL)

FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography

Author(s): Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

This work is motivated by the recent advances in Deep Neural Networks (DNNs) and their widespread applications in human-machine interfaces. DNNs have been recently used for detecting the intended hand…

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