Analysis of Neural Network Based Proportional Myoelectric Hand Prosthesis Control.
Journal:
IEEE transactions on bio-medical engineering
Published Date:
Jun 17, 2022
Abstract
OBJECTIVE: We show that state-of-the-art deep neural networks achieve superior results in regression-based multi-class proportional myoelectric hand prosthesis control than two common baseline approaches, and we analyze the neural network mapping to explain why this is the case.