Linear versus Nonlinear Muscle Networks: A Case Study to Decode Hidden Synergistic Patterns During Dynamic Lower-limb Tasks

• Published in: bioRxiv
• Main Authors: O'Keeffe, Rory, Rathod, Vaibhavi, Shirazi, Seyed Yahya, Mehrdad, Sarmad, Edwards, Alexis, Rao, Smita, Atashzar, S Farokh
• Format: Journal Article Paper
• Language: English
• Published: United States Cold Spring Harbor Laboratory Press 18.01.2023; Cold Spring Harbor Laboratory
• Edition: 1.1
• Subjects: Bioengineering; Case reports; Case studies; EEG; Muscles; Neural networks; Walking

This paper, for the first time, compares the behaviors of nonlinear versus linear muscle networks in decoding hidden peripheral synergistic neural patterns during dynamic functional tasks. In this paper, we report a case study during which one healthy subject conducts a series of four lower limb rep...