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Biological patterns recognition by Deep Learning models

Units : Laboratory of Neurophysiology and Movement Biomechanics | 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 

List of persons in charge :

  • CHERON Guy

  • SIMAR Cédric