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Alexandre Gramfort · SciRah

Researcher profile · OpenAlex

Alexandre Gramfort

Institut national de recherche en sciences et technologies du numériqueFR
Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR
Université Paris-SaclayFR
CEA Paris-Saclay - Etablissement de SaclayFR

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Alexandre Gramfort — researcher profile on SciRah

ORCID iD 0000-0001-9791-4404

Citations: 95.2K
h-index: 61
i10-index: 155
Works: 440

From OpenAlex.

EEG and Brain-Computer InterfacesNeural dynamics and brain functionFunctional Brain Connectivity Studies

Most-cited papers

Scikit-learn: Machine Learning in Python
Fabián Pedregosa, Gael P. Varoquaux, Alexandre Gramfort, Michel, Vincent +15 more
2012ORBi (University of Liège)70K citations Open access
OpenAlex
MEG and EEG data analysis with MNE-Python
Alexandre Gramfort
2013Frontiers in Neuroscience3,829 citations Open access
OpenAlex
Machine learning for neuroimaging with scikit-learn
Alexandre Abraham, Fabián Pedregosa, Michael Eickenberg, Philippe Gervais +5 more
2014Frontiers in Neuroinformatics2,410 citations Open access
OpenAlex
API design for machine learning software: experiences from the scikit-learn project
Lars Buitinck, Gilles Louppe, Mathieu Blondel, Fabián Pedregosa +11 more
2013arXiv (Cornell University)2,073 citations Open access
OpenAlex
MNE software for processing MEG and EEG data
Alexandre Gramfort, Martin Luessi, Eric Larson, Denis Alexander Engemann +4 more
2013NeuroImage1,960 citations Open access
OpenAlex
Deep learning-based electroencephalography analysis: a systematic review
Yannick Roy, Hubert J. Banville, Isabela Albuquerque, Alexandre Gramfort +2 more
2019Journal of Neural Engineering1,516 citations Open access
OpenAlex
OpenMEEG: opensource software for quasistatic bioelectromagnetics
Alexandre Gramfort, Théodore Papadopoulo, Emmanuel Olivi, Maureen Clerc
2010BioMedical Engineering OnLine1,159 citations Open access
OpenAlex
A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series
Stanislas Chambon, Mathieu N. Galtier, Pierrick J. Arnal, Gilles Wainrib +1 more
2018IEEE Transactions on Neural Systems and Rehabilitation Engineering633 citations Open access
OpenAlex
Large scale screening of neural signatures of consciousness in patients in a vegetative or minimally conscious state
Jacobo Diego Sitt, Jean-Rémi King, Imen El Karoui, Benjamin Rohaut +6 more
2014Brain606 citations Open access
OpenAlex
Autoreject: Automated artifact rejection for MEG and EEG data
Mainak Jas, Denis Alexander Engemann, Yousra Bekhti, Federico Raimondo +1 more
2017NeuroImage601 citations Open access
OpenAlex
Seeing it all: Convolutional network layers map the function of the human visual system
Michael Eickenberg, Alexandre Gramfort, Gael P. Varoquaux, Bertrand Thirion
2016NeuroImage338 citations
OpenAlex
Evidence of a predictive coding hierarchy in the human brain listening to speech
Charlotte Caucheteux, Alexandre Gramfort, Jean-Rémi King
2023Nature Human Behaviour308 citations Open access
OpenAlex
Local and long-range functional connectivity is reduced in concert in autism spectrum disorders
Sheraz Khan, Alexandre Gramfort, Nandita R. Shetty, Manfred G. Kitzbichler +9 more
2013Proceedings of the National Academy of Sciences304 citations Open access
OpenAlex
Association between antidepressant use and reduced risk of intubation or death in hospitalized patients with COVID-19: results from an observational study
Nicolas Hoertel, Marina Sánchez Rico, Raphaël Vernet, Nathanaël Beeker +13 more
2021Molecular Psychiatry267 citations Open access
OpenAlex
Faster Independent Component Analysis by Preconditioning With Hessian Approximations
Pierre Ablin, J.-F. Cardoso, Alexandre Gramfort
2018IEEE Transactions on Signal Processing260 citations Open access
OpenAlex
Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research
Cyril R Pernet, Marta Isabel Garrido, Alexandre Gramfort, Natasha M. Maurits +6 more
2020Nature Neuroscience247 citations Open access
OpenAlex
Uncovering the structure of clinical EEG signals with self-supervised learning
Hubert J. Banville, Omar Chehab, Aapo Hyvärinen, Denis Alexander Engemann +1 more
2021Työväentutkimus Vuosikirja246 citations Open access
OpenAlex
Time-frequency mixed-norm estimates: Sparse M/EEG imaging with non-stationary source activations
Alexandre Gramfort, Daniel Strohmeier, Jens Haueisen, Matti Hämäläinen +1 more
2013NeuroImage234 citations Open access
OpenAlex
Mixed-norm estimates for the M/EEG inverse problem using accelerated gradient methods
Alexandre Gramfort, Matthieu Kowalski, Matti Hämäläinen
2012Physics in Medicine and Biology223 citations Open access
OpenAlex
Multi-subject Dictionary Learning to Segment an Atlas of Brain Spontaneous Activity
Gael P. Varoquaux, Alexandre Gramfort, Fabián Pedregosa, Vincent Michel +1 more
2011Lecture notes in computer science213 citations
OpenAlex
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
Gabriel A. Brat, Griffin M. Weber, Nils Gehlenborg, Paul Avillach +83 more
2020npj Digital Medicine204 citations Open access
OpenAlex
Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals
Denis Alexander Engemann, Alexandre Gramfort
2014NeuroImage203 citations
OpenAlex
Brain covariance selection: better individual functional connectivity models using population prior
Gael P. Varoquaux, Alexandre Gramfort, Jean‐Baptiste Poline, Bertrand Thirion
2010arXiv (Cornell University)198 citations Open access
OpenAlex
Single-trial decoding of auditory novelty responses facilitates the detection of residual consciousness
Jean-Rémi King, Frédéric Faugeras, Alexandre Gramfort, Aaron Schurger +9 more
2013NeuroImage197 citations Open access
OpenAlex
MEG-BIDS, the brain imaging data structure extended to magnetoencephalography
Guiomar Niso, Krzysztof J. Gorgolewski, Elizabeth A. Bock, Teon L Brooks +11 more
2018Scientific Data171 citations Open access
OpenAlex
A supervised clustering approach for fMRI-based inference of brain states
Vincent Michel, Alexandre Gramfort, Gael P. Varoquaux, Evelyn Eger +2 more
2011Pattern Recognition169 citations Open access
OpenAlex
A large, curated, open-source stroke neuroimaging dataset to improve lesion segmentation algorithms
Sook‐Lei Liew, Bethany P. Tavenner, Miranda Rennie Donnelly, Artemis Zavaliangos‐Petropulu +59 more
2022Scientific Data168 citations Open access
OpenAlex
Machine Learning for Neuroimaging with Scikit-Learn
Alexandre Abraham, Fabián Pedregosa, Michael Eickenberg, Gervais, Philippe +5 more
2014arXiv (Cornell University)159 citations Open access
OpenAlex
Evolving phenotypes of non-hospitalized patients that indicate long COVID
Hossein Estiri, Zachary H. Strasser, Gabriel A. Brat, Yevgeniy R. Semenov +96 more
2021BMC Medicine151 citations Open access
OpenAlex
Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants
Julius M. Kernbach, B.T. Thomas Yeo, Jonathan Smallwood, Daniel S. Margulies +8 more
2018Proceedings of the National Academy of Sciences145 citations Open access
OpenAlex
MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis
Stefan Appelhoff, Matthew Sanderson, Teon L Brooks, Marijn van Vliet +12 more
2019The Journal of Open Source Software139 citations Open access
OpenAlex
Total Variation Regularization for fMRI-Based Prediction of Behavior
V. Michel, Alexandre Gramfort, Gael P. Varoquaux, Evelyn Eger +1 more
2011IEEE Transactions on Medical Imaging135 citations Open access
OpenAlex
Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers
Denis Alexander Engemann, Oleh Kozynets, David Sabbagh, Guillaume Lemaitre +3 more
2020eLife131 citations Open access
OpenAlex
A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices
Mainak Jas, Eric Larson, Denis Alexander Engemann, Jaakko Leppäkangas +3 more
2018Frontiers in Neuroscience128 citations Open access
OpenAlex
Encoding of event timing in the phase of neural oscillations
Anne Kösem, Alexandre Gramfort, Virginie van Wassenhove
2014NeuroImage125 citations Open access
OpenAlex
A unified view on beamformers for M/EEG source reconstruction
Britta U. Westner, Sarang S. Dalal, Alexandre Gramfort, Vladimir Litvak A +3 more
2021NeuroImage124 citations Open access
OpenAlex
Forward Field Computation with OpenMEEG
Alexandre Gramfort, Théodore Papadopoulo, Emmanuel Olivi, Maureen Clerc
2011Computational Intelligence and Neuroscience122 citations Open access
OpenAlex
Data augmentation for learning predictive models on EEG: a systematic comparison
Cédric Rommel, Joseph Paillard, Thomas Moreau, Alexandre Gramfort
2022arXiv (Cornell University)115 citations Open access
OpenAlex
Two Distinct Dynamic Modes Subtend the Detection of Unexpected Sounds
Jean-Rémi King, Alexandre Gramfort, Aaron Schurger, Lionel Naccache +1 more
2014PLoS ONE106 citations Open access
OpenAlex
Deep language algorithms predict semantic comprehension from brain activity
Charlotte Caucheteux, Alexandre Gramfort, Jean-Rémi King
2022Scientific Reports91 citations Open access
OpenAlex
Automatic Semantic Facilitation in Anterior Temporal Cortex Revealed through Multimodal Neuroimaging
Ellen F. Lau, Alexandre Gramfort, Matti Hämäläinen, Gina R. Kuperberg
2013Journal of Neuroscience91 citations Open access
OpenAlex
Toward a Realistic Model of Speech Processing in the Brain with Self-Supervised Learning
Juliette Millet, Charlotte Caucheteux, Pierre Orhan, Yves Boubenec +4 more
2022neural information processing systems89 citations Open access
OpenAlex
Brain covariance selection: better individual functional connectivity models using population prior
Gael P. Varoquaux, Alexandre Gramfort, Jean‐Baptiste Poline, Bertrand Thirion
201089 citations
OpenAlex
DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal
Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Jean-Marie Mignot +1 more
2019Journal of Neuroscience Methods86 citations Open access
OpenAlex
Fast Optimal Transport Averaging of Neuroimaging Data
Alexandre Gramfort, Gabriel Peyré A, Marco Cuturi
2015Lecture notes in computer science85 citations Open access
OpenAlex
Spatiotemporal Signatures of Lexical–Semantic Prediction
Ellen F. Lau, Kirsten Weber, Alexandre Gramfort, Matti Hämäläinen +1 more
2014Cerebral Cortex84 citations Open access
OpenAlex
Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity
Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski +3 more
2012SIAM Journal on Imaging Sciences83 citations
OpenAlex
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states
David Sabbagh, Pierre Ablin, Gael P. Varoquaux, Alexandre Gramfort +1 more
2020NeuroImage79 citations Open access
OpenAlex
A generic non-invasive neuromotor interface for human-computer interaction
Patrick Kaifosh, Thomas R. Reardon, CTRL-labs at Reality Labs, Brian D. Allen +96 more
2025Nature78 citations Open access
OpenAlex
A reusable benchmark of brain-age prediction from M/EEG resting-state signals
Denis Alexander Engemann, Apolline Mellot, Richard Höchenberger, Hubert J. Banville +4 more
2022NeuroImage78 citations Open access
OpenAlex

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20122026

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Gael P. VaroquauxCommissariat à l'Énergie Atomique et aux Énergies Alternatives×14
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Gael P. Varoquaux — researcher profile on SciRah
Bertrand ThirionCommissariat à l'Énergie Atomique et aux Énergies Alternatives×11
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Bertrand Thirion — researcher profile on SciRah
Denis Alexander EngemannForschungszentrum Jülich×8
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Denis Alexander Engemann — researcher profile on SciRah

Matti HämäläinenHarvard University

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Matti Hämäläinen — researcher profile on SciRah

Jean-Rémi KingCentre National de la Recherche Scientifique×6

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Jean-Rémi King — researcher profile on SciRah

Fabián PedregosaCommissariat à l'Énergie Atomique et aux Énergies Alternatives×5

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Fabián Pedregosa — researcher profile on SciRah

Charlotte CaucheteuxInstitut national de recherche en sciences et technologies du numérique×5

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Charlotte Caucheteux — researcher profile on SciRah

Olivier GriselNuxe (France)×4

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Olivier Grisel — researcher profile on SciRah

Mainak JasTélécom Paris×4

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Mainak Jas — researcher profile on SciRah

Michael EickenbergInstitut national de recherche en sciences et technologies du numérique×3

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Michael Eickenberg — researcher profile on SciRah

Eric LarsonUniversity of Washington×3

Hubert J. BanvilleInstitut national de recherche en sciences et technologies du numérique×3

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Hubert J. Banville — researcher profile on SciRah

Affiliation history

Télécom Paris2013–2019
Google (United States)2021
Centre National de la Recherche Scientifique2010–2017
University of Vienna2022
Institut national de recherche en sciences et technologies du numérique2007–2026
Harvard University2011–2014
École Polytechnique2024
École nationale des ponts et chaussées2007–2010
Inserm2022
ParisTech2013–2019