TraHGR: Transformer for Hand Gesture Recognition via Electromyography

• Egile Nagusiak: Soheil Zabihi (Egilea), Elahe Rahimian (Egilea), Amir Asif (Egilea), Arash Mohammadi (Egilea)
• Formatua: Liburua
• Argitaratua: IEEE, 2023-01-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

Deep learning-based Hand Gesture Recognition (HGR) via surface Electromyogram (sEMG) signals have recently shown considerable potential for development of advanced myoelectric-controlled prosthesis. Although deep learning techniques can improve HGR accuracy compared to their classical counterparts,...