@phdthesis{avilov:tel-03229010, TITLE = {{Deep learning methods for motor imagery detection from raw EEG : applications to brain-computer interfaces}}, AUTHOR = {Avilov, Oleksii}, URL = {https://hal.univ-lorraine.fr/tel-03229010}, NUMBER = {2021LORR0032}, SCHOOL = {{Universit{\'e} de Lorraine ; Institut polytechnique de Kiev (Ukraine)}}, YEAR = {2021}, MONTH = Feb, KEYWORDS = {Binterface (BCI) ; Deep learning ; Electroencephalogram (EEG) ; Intraoperative awareness during general anesthesia ; Machine learning ; Median nerve stimulation ; Motor imagery ; Apprentissage profond ; {\'E}lectroenc{\'e}phalographie ; Interfaces cerveau-ordinateur ; Extraction de caract{\'e}ristiques ; Imagination motrice}, TYPE = {Theses}, PDF = {https://hal.univ-lorraine.fr/tel-03229010/file/DDOC_T_2021_0032_AVILOV.pdf}, HAL_ID = {tel-03229010}, HAL_VERSION = {v1}, }