The Optimal Noise in Noise-Contrastive Learning Is Not What You Think
Omar Chehab
,
Alexandre Gramfort
,
Aapo Hyvärinen
UAI 2022 - 38th Conference on Uncertainty in Artificial Intelligence , Aug 2022, Eindhoven, Netherlands
Conference papers
hal-03808351v1
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3D-SPARKLING en IRMf : Application à la rétinotopie
Zaineb Amor
,
Chaithya Giliyar Radhakrishna
,
Guillaume Daval-Frérot
,
Bertrand Thirion
,
Franck Mauconduit
et al.
2022
Preprints, Working Papers, ...
hal-03905991v1
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Deep language algorithms predict semantic comprehension from brain activity
Charlotte Caucheteux
,
Alexandre Gramfort
,
Jean-Rémi King
Journal articles
hal-03361426v1
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Prospects of non-Cartesian 3D-SPARKLING encoding for functional MRI: A preliminary case study for retinotopic mapping
Zaineb Amor
,
Chaithya Giliyar Radhakrishna
,
Guillaume Daval-Frérot
,
Bertrand Thirion
,
Franck Mauconduit
et al.
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting , May 2022, London, United Kingdom
Conference papers
hal-03901204v1
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Intracranial Electrode Location and Analysis in MNE-Python
Alexander Rockhill
,
Eric Larson
,
Brittany Stedelin
,
Alessandra Mantovani
,
Ahmed Raslan
et al.
Journal articles
hal-03808209v1
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FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels
Guillaume Staerman
,
Cédric Allain
,
Alexandre Gramfort
,
Thomas Moreau
2022
Preprints, Working Papers, ...
hal-03811810v1
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Comprehensive decoding mental processes from Web repositories of functional brain images
Romuald Menuet
,
Raphael Meudec
,
Jérôme Dockès
,
Gaël Varoquaux
,
Bertrand Thirion
et al.
Journal articles
hal-03666470v1
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Neuron modeling, Bloch-Torrey equation, and their application to brain microstructure estimation using diffusion MRI
Chengran Fang
Theses
tel-04043104v1
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Accelerated sodium MRI using undersampled 3D SPARKLING at 7T
Renata Porciuncula Baptista
,
Mathieu Naudin
,
Chaithya Giliyar Radhakrishna
,
Guillaume Daval-Frérot
,
Franck Mauconduit
et al.
2023
Preprints, Working Papers, ...
hal-03929787v1
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Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks
Chaithya Giliyar Radhakrishna
,
Zaccharie Ramzi
,
Philippe Ciuciu
ISBI 2022 - IEEE 19th International Symposium on Biomedical Imaging , IEEE, Mar 2022, Kolkata, India
Conference papers
hal-03394881v1
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Foundational number sense training gains are predicted by hippocampal–parietal circuits
Hyesang Chang
,
Lang Chen
,
Yuan Zhang
,
Ye Xie
,
Carlo de Los Angeles
et al.
Journal articles
hal-03670987v1
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Toward a realistic model of speech processing in the brain with self-supervised learning
Juliette Millet
,
Charlotte Caucheteux
,
Pierre Orhan
,
Yves Boubenec
,
Alexandre Gramfort
et al.
NeurIPS 2022 - 36th Conference on Neural Information Processing Systems , Nov 2022, New Orleans, United States
Conference papers
hal-03808200v1
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MORE-SPARKLING: non-cartesian trajectories with minimized off-resonance effects
Chaithya Giliyar Radhakrishna
,
Guillaume Daval-Frérot
,
Aurélien Massire
,
Boris Mailhé
,
Mariappan Nadar
et al.
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting , May 2022, London, United Kingdom
Conference papers
hal-03923706v1
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Denoising of FMRI volumes using local low rank methods
Pierre-Antoine Comby
,
Zaineb Amor
,
Alexandre Vignaud
,
Philippe Ciuciu
ISBI 2023 - International Symposium on Biomedical Imaging , Apr 2023, Carthagena de India, Colombia
Conference papers
hal-03895194v2
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Predictive usefulness of RT-PCR testing in different patterns of Covid-19 symptomatology: analysis of a French cohort of 12,810 outpatients
Caroline Apra
,
Charlotte Caucheteux
,
Arthur Mensch
,
Jenny Mansour
,
Mélodie Bernaux
et al.
Journal articles
hal-03895166v1
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3D-SPARKLING for functional MRI: A pilot study for retinotopic mapping at 7T
Zaineb Amor
,
Chaithya Giliyar Radhakrishna
,
Guillaume Daval-Frérot
,
Bertrand Thirion
,
Franck Mauconduit
et al.
OHBM 2022 , Jun 2022, Glasgow, United Kingdom
Conference papers
hal-03901259v1
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Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging
Bruno Hebling Vieira
,
Franziskus Liem
,
Kamalaker Dadi
,
Denis Engemann
,
Alexandre Gramfort
et al.
Journal articles
hal-03808175v1
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Impact of ∆$B_0$ field imperfections correction on BOLD sensitivity in 3D-SPARKLING fMRI data
Zaineb Amor
,
Caroline Le Ster
,
Chaithya Giliyar Radhakrishna
,
Guillaume Daval-Frérot
,
Bertrand Thirion
et al.
ISMRM & ISMRT 2023 - Annual Meeting & Exhibition - Annual Meeting of the International Society for Magnetic Resonance in Medicine , International Society for Magnetic Resonance in Medicine, Jun 2023, Toronto, Canada
Conference papers
hal-04052904v1
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Notip: Non-parametric True Discovery Proportion control for brain imaging
Alexandre Blain
,
Bertrand Thirion
,
Pierre Neuvial
Journal articles
hal-03649114v3
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Wavelets in the deep learning era
Zaccharie Ramzi
,
Kevin Michalewicz
,
Jean-Luc Starck
,
Thomas Moreau
,
Philippe Ciuciu
et al.
Journal articles
hal-03346892v1
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NC-PDNet: a Density-Compensated Unrolled Network for 2D and 3D non-Cartesian MRI Reconstruction
Zaccharie Ramzi
,
Chaithya Giliyar Radhakrishna
,
Jean-Luc Starck
,
Philippe Ciuciu
Journal articles
hal-03188997v3
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Data augmentation for learning predictive models on EEG: a systematic comparison
Cédric Rommel
,
Joseph Paillard
,
Thomas Moreau
,
Alexandre Gramfort
Journal articles
hal-03853329v1
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Impact de la correction des imperfections $\Delta B_0$ sur les données IRMf collectées avec 3D-SPARKLING
Zaineb Amor
,
Caroline Le Ster
,
Chaithya Giliyar Radhakrishna
,
Guillaume Daval-Frérot
,
Nicolas Boulant
et al.
2022
Preprints, Working Papers, ...
hal-03906004v1
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Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements
Maëliss Jallais
,
Pedro Luiz Coelho Rodrigues
,
Alexandre Gramfort
,
Demian Wassermann
Journal articles
hal-03417406v4
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Scalable Query Answering under Uncertainty to Neuroscientific Ontological Knowledge: The NeuroLang Approach
Gaston E Zanitti
,
Yamil Soto
,
Valentin Iovene
,
Maria Vanina Martinez
,
Ricardo O Rodriguez
et al.
Journal articles
hal-03187887v3
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Development of a probabilistic domain-specific language for brain connectivity including heterogeneous knowledge representation
Gaston Ezequiel Zanitti
Theses
tel-04067126v1
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Editorial: From Raw MEG/EEG to Publication: How to Perform MEG/EEG Group Analysis With Free Academic Software
Arnaud Delorme
,
Robert Oostenveld
,
Francois Tadel
,
Alexandre Gramfort
,
Srikantan Nagarajan
et al.
Journal articles
hal-03876924v1
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Optimizing full 3D SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging
Chaithya Giliyar Radhakrishna
,
Pierre Weiss
,
Guillaume Daval-Frérot
,
Aurélien Massire
,
Alexandre Vignaud
et al.
IEEE Transactions on Medical Imaging , 2022
Journal articles
hal-03090471v2
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Evolution of synchronous female bilateral breast cancers and response to treatment
Anne-Sophie Hamy
,
Judith Abécassis
,
Keltouma Driouch
,
Lauren Darrigues
,
Mathias Vandenbogaert
et al.
Journal articles
hal-04020231v1
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Synthetic FLAIR as a Substitute for FLAIR Sequence in Acute Ischemic Stroke
Joseph Benzakoun
,
Marc-Antoine Deslys
,
Laurence Legrand
,
Ghazi Hmeydia
,
Guillaume Turc
et al.
Journal articles
inserm-03536623v1
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