Myoelectric-Based Estimation of Vertical Ground Reaction Force During Unconstrained Walking by a Stacked One-Dimensional Convolutional Long Short-Term Memory Model - Mengarelli, Alessandro; Tigrini, Andrea; Scattolini, Mara; Mobarak, Rami; Burattini, Laura; Fioretti, Sandro; Verdini, Federica (Sensors (Basel, Switzerland), 2024)
Keywords: Adult; Analysis; Bioengineering; Biomechanical Phenomena - physiology; Deep Learning; Electromyography; Electromyography - methods; EMG; Female; Gait - physiology; ground reaction force; Humans; Implants, Artificial; Kinematics; LSTM; Male; Muscle, Skeletal - physiology; Physiology; Prostheses; Prosthesis; prosthetic control; regression; Somatotropin releasing hormone; Walking; Walking - physiology; Walkways; Italy; LSTM; ground reaction force; prosthetic control; regression; walking; EMG