4 code implementations • 10 Jan 2018 • Ulysse Côté-Allard, Cheikh Latyr Fall, Alexandre Drouin, Alexandre Campeau-Lecours, Clément Gosselin, Kyrre Glette, François Laviolette, Benoit Gosselin
Consequently, this paper proposes applying transfer learning on aggregated data from multiple users, while leveraging the capacity of deep learning algorithms to learn discriminant features from large datasets.
1 code implementation • 29 Jul 2020 • Cheikh Latyr Fall, Ulysse Côté-Allard, Quentin Mascret, Alexandre Campeau-Lecours, Mounir Boukadoum, Clément Gosselin, Benoit Gosselin
The measured prediction performances show an average accuracy of 99. 96% for able-bodied individuals and 91. 66% for participants with upper-body disabilities.
Human-Computer Interaction Robotics
no code implementations • 17 Apr 2024 • Simon Tam, Shriram Tallam Puranam Raghu, Étienne Buteau, Erik Scheme, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin
We show our approach's efficacy by testing the trained SDCNN's predictions and confidence estimations on unseen data, both in and out of the training domain.