Alexandre Gramfort - Publications, H-index & Citations

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Alexandre Gramfort

CEA

55H-index

382Paper Count

8.5WCitation Count

Published Papers 22

Publication Date

Alpha power indexes working memory load for durations

ISCIENCE

IF4.1

2025-12-01

OAAI

Herbst, Sophie K.; Mangione, Izem; Segerie, Charbel-Raphael; Hochenberger, Richard; Kononowicz, Tadeusz; Gramfort, Alexandre; van Wassenhove, Virginie

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Alpha-delta ratio as a robust marker of the impact of cerebral blood flow on EEG signal during general anesthesia

Anaesthesia Critical Care & Pain Medicine

IF4.7

2025-09-30

PREAI

Elsa Manquat; Fabrice Vallée; Etienne Gayat; David Sabbagh; Melvin Berto-Strouc; Jona Joachim; Jérôme Cartailler; Alexandre Gramfort

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Data augmentation for learning predictive models on EEG: a systematic comparison

JOURNAL OF NEURAL ENGINEERING

IF3.8

2022-11-28

OAAI

Rommel, Cedric; Paillard, Joseph; Moreau, Thomas; Gramfort, Alexandre

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Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging

NEUROBIOLOGY OF AGING

IF3.5

2022-10-01

OAAI

Vieira, Bruno Hebling; Liem, Franziskus; Dadi, Kamalaker; Engemann, Denis A.; Gramfort, Alexandre; Bellec, Pierre; Craddock, Richard Cameron; Damoiseaux, Jessica S.; Steele, Christopher J.; Yarkoni, Tal; Langer, Nicolas; Margulies, Daniel S.; Varoquaux, Gael

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Deep language algorithms predict semantic comprehension from brain activity

SCIENTIFIC REPORTS

IF3.9

2022-09-29

OAAI

Caucheteux, Charlotte; Gramfort, Alexandre; King, Jean-Remi

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Editorial: From Raw MEG/EEG to Publication: How to Perform MEG/EEG Group Analysis With Free Academic Software

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-04-13

OAAI

Delorme, Arnaud; Oostenveld, Robert; Tadel, Francois; Gramfort, Alexandre; Nagarajan, Srikantan; Litvak, Vladimir

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Uncovering the structure of clinical EEG signals with self-supervised learning

JOURNAL OF NEURAL ENGINEERING

IF3.8

2021-03-31

127

OAAI

Banville, Hubert; Chehab, Omar; Hyvarinen, Aapo; Engemann, Denis-Alexander; Gramfort, Alexandre

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Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers

ELIFE

IF0

2020-05-19

OAAI

Engemann, Denis A.; Kozynets, Oleh; Sabbagh, David; Lemaitre, Guillaume; Varoquaux, Gael; Liem, Franziskus; Gramfort, Alexandre

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Deep learning-based electroencephalography analysis: a systematic review

JOURNAL OF NEURAL ENGINEERING

IF3.8

2019-08-14

740

OAAI

Roy, Yannick; Banville, Hubert; Albuquerque, Isabela; Gramfort, Alexandre; Falk, Tiago H.; Faubert, Jocelyn

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Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2018-11-12

OAAI

Kernbach, Julius M.; Yeo, B. T. Thomas; Smallwood, Jonathan; Margulies, Daniel S.; Thiebaut de Schotten, Michel; Walter, Henrik; Sabuncu, Mert R.; Holmes, Avram J.; Gramfort, Alexandre; Varoquaux, Gael; Thirion, Bertrand; Bzdok, Danilo

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A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices

FRONTIERS IN NEUROSCIENCE

IF3.2

2018-08-06

OAAI

Jas, Mainak; Larson, Eric; Engemann, Denis A.; Leppakangas, Jaakko; Taulu, Samu; Hamalainen, Matti; Gramfort, Alexandre

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Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach

TALANTA

IF6.1

2018-07-01

OAAI

Le, Laetitia Minh Mai; Kegl, Balazs; Gramfort, Alexandre; Marini, Camille; Nguyen, David; Cherti, Mehdi; Tfaili, Sana; Tfayli, Ali; Baillet-Guffroy, Arlette; Prognon, Patrice; Chaminade, Pierre; Caudron, Eric

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The Iterative Reweighted Mixed-Norm Estimate for Spatio-Temporal MEG/EEG Source Reconstruction

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2016-10-01

OAAI

Strohmeier, Daniel; Bekhti, Yousra; Haueisen, Jens; Gramfort, Alexandre

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Blind Denoising with Random Greedy Pursuits

ieee signal processing magazine

IF3.9

2014-11-01

OAAI

Moussallam, Manuel; Gramfort, Alexandre; Daudet, Laurent; Richard, Gael

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Large scale screening of neural signatures of consciousness in patients in a vegetative or minimally conscious state

BRAIN

IF11.7

2014-06-11

375

OAAI

Sitt, Jacobo Diego; King, Jean-Remi; El Karoui, Imen; Rohaut, Benjamin; Faugeras, Frederic; Gramfort, Alexandre; Cohen, Laurent; Sigman, Mariano; Dehaene, Stanislas; Naccache, Lionel

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Denoising and fast diffusion imaging with physically constrained sparse dictionary learning

MEDICAL IMAGE ANALYSIS

IF11.8

2014-01-01

OAAI

Gramfort, A.; Poupon, C.; Descoteaux, M.

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Local and long-range functional connectivity is reduced in concert in autism spectrum disorders

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2013-01-14

250

OAAI

Khan, Sheraz; Gramfort, Alexandre; Shetty, Nandita R.; Kitzbichler, Manfred G.; Ganesan, Santosh; Moran, Joseph M.; Lee, Su Mei; Gabrieli, John D. E.; Tager-Flusberg, Helen B.; Joseph, Robert M.; Herbert, Martha R.; Haemaelaeinen, Matti S.; Kenet, Tal

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MEG and EEG data analysis with MNE-Python

FRONTIERS IN NEUROSCIENCE

IF3.2

2013-01-01

2.0K

OAAI

Gramfort, Alexandre; Luessi, Martin; Larson, Eric; Engemann, Denis A.; Strohmeier, Daniel; Brodbeck, Christian; Goj, Roman; Jas, Mainak; Brooks, Teon; Parkkonen, Lauri; Haemaelaeinen, Matti

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A supervised clustering approach for fMRI-based inference of brain states

PATTERN RECOGNITION

IF7.6

2012-06-01

OAAI

Michel, Vincent; Gramfort, Alexandre; Varoquaux, Gael; Eger, Evelyn; Keribin, Christine; Thirion, Bertrand

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PREFRONTAL CORTEX AND GOAL-DIRECTED BEHAVIOR IN SCHIZOPHRENIA: NEURAL MECHANISMS UNDERLYING INFLEXIBILITY

SCHIZOPHRENIA RESEARCH

IF3.5

2012-04-01

PREAI

Sitnikova, Tatiana; Gramfort, Alexandre; Boyle, Robert W.; Cather, Corinne; Freudenreich, Oliver; Hamalainen, Matti S.; Rosen, Bruce R.; Goff, Donald C.

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Research Directions