EPFL develops real-time motor control
Analysis based on 6 articles · First reported Jun 15, 2026 · Last updated Jun 16, 2026
The development of this simple, low-cost method by École Polytechnique Fédérale de Lausanne could significantly improve the effectiveness and accessibility of prosthetic and rehabilitation devices. This innovation may lead to increased demand for human-machine interface systems that incorporate this real-time feedback, potentially benefiting companies in the medical device and rehabilitation technology sectors.
Researchers at École Polytechnique Fédérale de Lausanne, led by Pierre Vassiliadis and Friedhelm Hummel, have developed a novel and simple method to improve motor control for users of robotic arms, prosthetic hands, and rehabilitation devices. The technique involves providing real-time visual feedback, where a target's color changes (green for success, red for failure) during movement. This approach, tested in five studies with 106 participants including stroke patients, showed immediate and persistent improvements in motor control with fewer than 20 practice trials. The method is particularly effective when other sensory feedback is limited and could be easily integrated into existing systems at minimal additional cost. Other contributing institutions include Sant Anna School of Advanced Studies, CNRS Bordeaux, Vita-Salute San Raffaele University, Lausanne University Hospital, and University of Geneva.
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