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Units : Laboratory of Neurophysiology and Movement Biomechanics | ULB382
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