Neural Network-Based Muscle Torque Estimation Using Mechanomyography During Electrically-Evoked Knee Extension and Standing in Spinal Cord Injury

• Main Authors: Dzulkifli, Muhammad Afiq, Hamzaid, Nur Azah, Davis, Glen Macartney, Hasnan, Nazirah
• Format: Article
• Published: Frontiers Media 2018
• Subjects: R Medicine
• Online Access: http://eprints.um.edu.my/22120/; https://doi.org/10.3389/fnbot.2018.00050

This study sought to design and deploy a torque monitoring system using an artificial neural network (ANN) with mechanomyography (MMG) for situations where muscle torque cannot be independently quantified. The MMG signals from the quadriceps were used to derive knee torque during prolonged functiona...