crossrefProcesses2025-02-20Cited by 1
Deep Learning-Based Mapping of Textile Stretch Sensors to Surface Electromyography Signals: Multilayer Perceptron, Convolutional Neural Network, and Residual Network Models
Gyubin Lee, Sangun Kim, Ji-seon Kim, Jooyong Kim
This study evaluates the mapping accuracy between textile stretch sensor data and surface electromyography (sEMG) signals using Multilayer Perceptron (MLP), Convolutional Neural Network (CNN), and Residual Network (ResNet) models. Data from the forearm, biceps brachii, and tricep…