Search Results for author: Alexandre Campeau-Lecours

Found 2 papers, 2 papers with code

A Flexible and Modular Body-Machine Interface for Individuals Living with Severe Disabilities

1 code implementation29 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

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

4 code implementations10 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.

EMG Gesture Recognition General Classification +2

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