Deep Learning for Electromyographic Lower-Limb Motion Signal Classification Using Residual Learning

• Main Authors: Jiahao Sun (Author), Yifan Wang (Author), Jun Hou (Author), Guangyu Li (Author), Beichen Sun (Author), Peng Lu (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Electromyographic (EMG) signals have gained popularity for controlling prostheses and exoskeletons, particularly in the field of upper limbs for stroke patients. However, there is a lack of research in the lower limb area, and standardized open-source datasets of lower limb EMG signals, especially r...