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Deep learning-based electroencephalography analysis: a systematic review
Yannick Roy
1
Hubert Banville
2
Isabela Albuquerque
3
Alexandre Gramfort
2
Tiago Falk
4
Jocelyn Faubert
1
2
PARIETAL - Modelling brain structure, function and variability based on high-field MRI data
Inria Saclay - Ile de France, NEUROSPIN - Service NEUROSPIN
Yannick Roy 1
Author
Hubert Banville 2
Author
Isabela Albuquerque 3
Author
Alexandre Gramfort 2
Author
Tiago Falk 4
Author
Jocelyn Faubert 1
Author
1
Université de Montréal, Montréal, Canada (Canada)
2
PARIETAL - Modelling brain structure, function and variability based on high-field MRI data (Neurospin, CEA Saclay, Bâtiment 145, 91191 Gif-sur-Yvette Cedex - France)
- Inria Saclay - Ile de France (1 rue Honoré d'Estienne d'Orves
Bâtiment Alan Turing
Campus de l'École Polytechnique
91120 Palaiseau - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
- NEUROSPIN - Service NEUROSPIN (France)
- DRF (CEA) - Direction de Recherche Fondamentale (CEA) : DRF/JOLIOT (Direction de Recherche Fondamentale
Fundamental Research Division
CEA Saclay
91191 Gif-sur-Yvette
- France)
- CEA - Commissariat à l'énergie atomique et aux énergies alternatives (Centre de Saclay Centre de Grenoble Centre de Cadarache etc - France)
- Université Paris-Saclay (Espace Technologique, Bat. Discovery - RD 128 - 2e ét., 91190 Saint-Aubin - France)
- DRF (CEA) - Direction de Recherche Fondamentale (CEA) : DRF/JOLIOT (Direction de Recherche Fondamentale
Fundamental Research Division
CEA Saclay
91191 Gif-sur-Yvette
- France)
3
Université du Québec, Montréal, Canada (Canada)
4
Université de Québec, Montréal, Canada (Canada)
Document type :
Journal articles
Complete list of metadata
https://hal.ird.fr/ird-03222079
Contributor : Alexandre Gramfort <>
Submitted on : Monday, May 10, 2021 - 9:24:58 AM
Last modification on : Thursday, July 8, 2021 - 3:47:02 AM
Contributor : Alexandre Gramfort <>
Submitted on : Monday, May 10, 2021 - 9:24:58 AM
Last modification on : Thursday, July 8, 2021 - 3:47:02 AM
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Identifiers
- HAL Id : ird-03222079, version 1
- DOI : 10.1088/1741-2552/ab260c
Collections
IRD | CEA | NEUROSPIN | JOLIOT | CEA-DRF | INRIA | CEA-UPSAY | GS-COMPUTER-SCIENCE | GS-ENGINEERING
Citation
Yannick Roy, Hubert Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago Falk, et al.. Deep learning-based electroencephalography analysis: a systematic review. Journal of Neural Engineering, IOP Publishing, 2019, 16 (5), pp.051001. ⟨10.1088/1741-2552/ab260c⟩. ⟨ird-03222079⟩
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