Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansExoskeleton DeviceNeural NetworksComputerBrain-Computer Interfaces
Design of an Asynchronous BMI with Interpretable Neural Networks for Exoskeleton Control: A Proof of Concept on Data Evolution and Scalability Over One Week.
Vicente Quiles, Cristina Polo-Hortiguela, Paula Soriano-Segura, Mario Ortiz, Eduardo Ianez, Jose M Azorin
Published: 202510.1109/EMBC58623.2025.11251541
Abstract
This paper presents a concept study of a week-long experimental protocol for controlling a lower-limb exoskeleton via a brain-machine interface. The system employed a neural network adapted from EEGNet that distinguishes motor imagery and resting sta…
Preview only. Read the full abstract at the source