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Oleksii Avilov

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2020 – today

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2021
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Oleksii Avilov:
Deep learning methods for motor imagery detection from raw EEG : applications to brain-computer interfaces. (Méthodes d'apprentissage en profondeur pour la détection d'imagerie motrice à partir de l'EEG filtré : applications aux interfaces cerveau-ordinateur). University of Lorraine, Nancy, France, 2021
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Oleksii Avilov, Sébastien Rimbert, Anton Popov, Laurent Bougrain:
Optimizing Motor Intention Detection With Deep Learning: Towards Management of Intraoperative Awareness. IEEE Trans. Biomed. Eng. 68(10): 3087-3097 (2021)
2020
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Oleksii Avilov, Sébastien Rimbert, Anton Popov, Laurent Bougrain:
Deep Learning Techniques to Improve Intraoperative Awareness Detection from Electroencephalographic Signals. EMBC 2020: 142-145

2010 – 2019

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2019
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Sébastien Rimbert, Oleksii Avilov, Perrine Adam, Laurent Bougrain:
Can suggestive hypnosis be used to improve the BCI performance ? GBCIC 2019
2017
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Sébastien Rimbert, Oleksii Avilov, Laurent Bougrain:
Discretes motor Imageries can be used to Allow Faster Detection. GBCIC 2017

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