Publications

Publications HAL de oleksii avilov

2021

Journal articles

titre
Optimizing Motor Intention Detection with Deep Learning: Towards Management of Intraoperative Awareness
auteur
Oleksii Avilov, Sébastien Rimbert, Anton Popov, Laurent Bougrain
article
IEEE Transactions on Biomedical Engineering, 2021, pp.10. ⟨10.1109/TBME.2021.3064794⟩
typdoc
Journal articles
DOI
DOI : 10.1109/TBME.2021.3064794
Accès au texte intégral et bibtex
https://inria.hal.science/hal-03166495/file/Avilov-TBME21-DeepLearning.pdf BibTex

Theses

titre
Deep learning methods for motor imagery detection from raw EEG : applications to brain-computer interfaces
auteur
Oleksii Avilov
article
Computer Science [cs]. Université de Lorraine; Institut polytechnique de Kiev (Ukraine), 2021. English. ⟨NNT : 2021LORR0032⟩
typdoc
Theses
Accès au texte intégral et bibtex
https://hal.univ-lorraine.fr/tel-03229010/file/DDOC_T_2021_0032_AVILOV.pdf BibTex

2020

Conference papers

titre
Deep Learning Techniques to Improve Intraoperative Awareness Detection from Electroencephalographic Signals
auteur
Oleksii Avilov, Sébastien Rimbert, Anton Popov, Laurent Bougrain
article
IEEE Engineering in Medicine and Biology Society 2020, Jul 2020, Montreal, Canada
typdoc
Conference papers
Accès au texte intégral et bibtex
https://inria.hal.science/hal-02920320/file/Avilov_EMBC2020.pdf BibTex

2019

Conference papers

titre
Can suggestive hypnosis be used to improve Brain-Computer Interface performance?
auteur
Sébastien Rimbert, Oleksii Avilov, Perrine Adam, Laurent Bougrain
article
8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria
typdoc
Conference papers
Accès au texte intégral et bibtex
https://inria.hal.science/hal-02098864/file/GrazBCI2020_HypnosisAndBCI.pdf BibTex

2018

Journal articles

titre
Estimation of Imaginary Movements Quality Based on Machine Learning for Brain Computer Interface Applications
auteur
Oleksii Avilov, Anton Popov, Vladimir Timofieiev, Laurent Bougrain, Patrick Henaff
article
Microsystems, Electronics and Acoustics, 2018, 23 (5), pp.25-31. ⟨10.20535/2523-4455.2018.23.5.134021⟩
typdoc
Journal articles
DOI
DOI : 10.20535/2523-4455.2018.23.5.134021
Accès au texte intégral et bibtex
https://inria.hal.science/hal-02153795/file/134021-331070-1-PB%20%281%29.pdf BibTex

Conference papers

titre
Combined imaginary movements classification using binary classifiers in brain-computer interfaces
auteur
Oleksii Avilov, Anton Popov, Vladimir Ivanovich Timofeyev, Laurent Bougrain, Patrick Henaff
article
XVII International scientific and technical conference “Physical processes and fields of technical and biological objects”, Nov 2018, Kremenchuk, Ukraine
typdoc
Conference papers
Accès au texte intégral et bibtex
https://hal.science/hal-01928217/file/_%D0%9A%D1%80%D0%B5%D0%BC%D0%B5%D0%BD%D1%87%D1%83%D0%BA_%D0%90%D0%B2%D1%96%D0%BB%D0%BE%D0%B2_%D0%9F%D0%BE%D0%BF%D0%BE%D0%B2_%D1%82%D0%B0_%D1%96%D0%BD%D1%88%D1%96.pdf BibTex

2017

Conference papers

titre
Discrete motor imageries can be used to allow a faster detection
auteur
Sébastien Rimbert, Oleksii Avilov, Laurent Bougrain
article
7th Graz Brain-Computer Interface Conference 2017, Sep 2017, Graz, Austria
typdoc
Conference papers
Accès au texte intégral et bibtex
https://inria.hal.science/hal-01512407/file/BCIconfGraz2017_DiscreteMotorImageryClassification.pdf BibTex
titre
Scalp EEG Activity During Simple and Combined Motor Imageries to Control a Robotic Arm
auteur
Cecilia Lindig-Leon, Sébastien Rimbert, Oleksii Avilov, Laurent Bougrain
article
2017 IEEE First Ukraine Conference on Electrical and Computer Engineering, May 2017, Kiev, Ukraine
typdoc
Conference papers
Accès au texte intégral et bibtex
https://inria.hal.science/hal-01519712/file/UKRCON17_combinedMvt%20%281%29.pdf BibTex