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Biological patterns recognition by Deep Learning models

Unité : Unité de Recherche en Neurophysiologie et de Biomécanique du Mouvement | ULB382

Description :

In joint collaboration between the LNMB and the Machine Learning Group (Computer Science Department, ULB), this doctoral thesis focuses on improving
myoelectric prosthesis control using camera-guided neuromuscular pattern recognition by Deep Learning models trained with synchronized EMG, EEG and 3D hand pose
estimation during controlled activities in virtual reality. The project also encompasses brain-computer interfaces (BCI) and electrophysiological
diagnostic tools (EDT). 

Collaboration : Prof Guy Cheron & Prof Gianluca Bontempi 

Liste des responsables :

  • SIMAR Cédric

  • CHERON Guy