Exploratory Behaviour Depends on Multisensory Integration during Spatial Learning. - Denis Sheynikhovich; Félix Grèzes; Jean-Rémi King; Angelo Arleo (ICANN (1), 2012)

Single-trial decoding of auditory novelty responses facilitates the detection of residual consciousness. - Jean-Remi King; Frédéric Faugeras; Alexandre Gramfort; Aaron Schurger; Imen El Karoui; Jacobo D. Sitt; Benjamin Rohaut; Catherine Wacongne; Etienne Labyt; Tristán Bekinschtein; Laurent Cohen; Lionel Naccache; et al. (NeuroImage, 2013)

Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge. - Hubert Cecotti; Alexandre Barachant; Jean-Rémi King; Jose Miguel Sanchez Bornot; Girijesh Prasad (EMBC, 2017)

What Limits Our Capacity to Process Nested Long-Range Dependencies in Sentence Comprehension? - Yair Lakretz; Stanislas Dehaene; Jean-Rémi King (Entropy, 2020)

Machine Learning for COVID-19 needs global collaboration and data-sharing. - Nathan Peiffer-Smadja; Redwan Maatoug; François-Xavier Lescure; Eric D'ortenzio; Joelle Pineau; Jean-Rémi King (Nat. Mach. Intell., 2020)

Back-to-back regression: Disentangling the influence of correlated factors from multivariate observations. - Jean-Rémi King; François Charton; David Lopez-Paz; Maxime Oquab (NeuroImage, 2020)

Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects. - Charlotte Caucheteux; Alexandre Gramfort; Jean-Remi King (EMNLP (Findings), 2021)

Disentangling syntax and semantics in the brain with deep networks. - Charlotte Caucheteux; Alexandre Gramfort; Jean-Remi King (ICML, 2021)

Can RNNs learn Recursive Nested Subject-Verb Agreements? - Yair Lakretz; Theo Desbordes; Jean-Rémi King; Benoît Crabbé; Maxime Oquab; Stanislas Dehaene (CoRR, 2021)

Inductive biases, pretraining and fine-tuning jointly account for brain responses to speech. - Juliette Millet; Jean-Remi King (CoRR, 2021)

Decomposing lexical and compositional syntax and semantics with deep language models. - Charlotte Caucheteux; Alexandre Gramfort; Jean-Remi King (CoRR, 2021)

Deep Recurrent Encoder: A scalable end-to-end network to model brain signals. - Omar Chehab; Alexandre Défossez; Jean-Christophe Loiseau; Alexandre Gramfort; Jean-Remi King (CoRR, 2021)

Long-range and hierarchical language predictions in brains and algorithms. - Charlotte Caucheteux; Alexandre Gramfort; Jean-Remi King (CoRR, 2021)

Toward a realistic model of speech processing in the brain with self-supervised learning. - Juliette Millet; Charlotte Caucheteux; Pierre Orhan; Yves Boubenec; Alexandre Gramfort; Ewan Dunbar; Christophe Pallier; Jean-Remi King (NeurIPS, 2022)

Don't stop the training: continuously-updating self-supervised algorithms best account for auditory responses in the cortex. - Pierre Orhan; Yves Boubenec; Jean-Rémi King (CoRR, 2022)

MEG-MASC: a high-quality magneto-encephalography dataset for evaluating natural speech processing. - Laura Gwilliams; Graham Flick; Alec Marantz; Liina Pylkkänen; David Poeppel; Jean-Remi King (CoRR, 2022)

Decoding speech from non-invasive brain recordings. - Alexandre Défossez; Charlotte Caucheteux; Jérémy Rapin; Ori Kabeli; Jean-Rémi King (CoRR, 2022)

Ongoing neural oscillations influence behavior and sensory representations by suppressing neuronal excitability. - Luca Iemi; Laura Gwilliams; Jason Samaha; Ryszard Auksztulewicz; Yael M. Cycowicz; Jean-Remi King; Vadim V. Nikulin; Thomas Thesen; Werner K. Doyle; Orrin Devinsky; Charles E. Schroeder; Lucia Melloni; et al. (NeuroImage, 2022)

pyRiemann/pyRiemann: v0.3. - Alexandre Barachant; Quentin Barthélemy; Jean-Rémi King; Alexandre Gramfort; Sylvain Chevallier; Pedro L. C. Rodrigues; Emanuele Olivetti; Vladislav Goncharenko; Gabriel Wagner vom Berg; Ghiles Reguig; Arthur Lebeurrier; Erik Bjäreholt; et al. (Zenodo, 2022)

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis. - Stefan Appelhoff; Matthew Sanderson; Teon L. Brooks; Marijn van Vliet; Romain Quentin; Chris Holdgraf; Maximilien Chaumon; Ezequiel Mikulan; Kambiz Tavabi; Richard Höchenberger; Dominik Welke; Clemens Brunner 001; et al. (Zenodo, 2022)

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis. - Stefan Appelhoff; Matthew Sanderson; Teon L. Brooks; Marijn van Vliet; Romain Quentin; Chris Holdgraf; Maximilien Chaumon; Ezequiel Mikulan; Kambiz Tavabi; Richard Höchenberger; Dominik Welke; Clemens Brunner 001; et al. (Zenodo, 2022)

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis. - Stefan Appelhoff; Matthew Sanderson; Teon L. Brooks; Marijn van Vliet; Romain Quentin; Chris Holdgraf; Maximilien Chaumon; Ezequiel Mikulan; Kambiz Tavabi; Richard Höchenberger; Dominik Welke; Clemens Brunner 001; et al. (Zenodo, 2022)

Language acquisition: do children and language models follow similar learning stages? - Linnea Evanson; Yair Lakretz; Jean-Rémi King (ACL (Findings), 2023)

Aligning brain functions boosts the decoding of visual semantics in novel subjects. - Alexis Thual; Yohann Benchetrit; Felix Geilert; Jérémy Rapin; Iurii Makarov; Hubert J. Banville; Jean-Rémi King (CoRR, 2023)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexis Thual; Alisha Kodibagkar; Amadeus Kanaan; et al. (Zenodo, 2023)

Decoding speech perception from non-invasive brain recordings. - Alexandre Défossez; Charlotte Caucheteux; Jérémy Rapin; Ori Kabeli; Jean-Rémi King (Nat. Mac. Intell., 2023)

Brain decoding: toward real-time reconstruction of visual perception. - Yohann Benchetrit; Hubert J. Banville; Jean-Remi King (ICLR, 2024)

A Polar coordinate system represents syntax in large language models. - Pablo Diego-Simón; Stéphane d'Ascoli; Emmanuel Chemla; Yair Lakretz; Jean-Remi King (NeurIPS, 2024)

Decoding individual words from non-invasive brain recordings across 723 participants. - Stéphane d'Ascoli; Corentin Bel; Jérémy Rapin; Hubert J. Banville; Yohann Benchetrit; Christophe Pallier; Jean-Rémi King (CoRR, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexis Thual; Alisha Kodibagkar; Amadeus Kanaan; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexis Thual; Alisha Kodibagkar; Amadeus Kanaan; et al. (Zenodo, 2024)

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis. - Stefan Appelhoff; Matthew Sanderson; Teon L. Brooks; Marijn van Vliet; Romain Quentin; Chris Holdgraf; Maximilien Chaumon; Ezequiel Mikulan; Kambiz Tavabi; Richard Höchenberger; Dominik Welke; Clemens Brunner 001; et al. (Zenodo, 2024)

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis. - Stefan Appelhoff; Matthew Sanderson; Teon L. Brooks; Marijn van Vliet; Romain Quentin; Chris Holdgraf; Maximilien Chaumon; Ezequiel Mikulan; Kambiz Tavabi; Richard Höchenberger; Dominik Welke; Clemens Brunner 001; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2024)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2024)

Sample-efficient decoding of visual stimuli from fMRI through inter-individual functional alignment. - Alexis Thual; Yohann Benchetrit; Felix Geilert; Jérémy Rapin; Iurii Makarov; Stanislas Dehaene; Bertrand Thirion; Hubert J. Banville; Jean-Remi King (Trans. Mach. Learn. Res., 2025)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2025)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2025)

Scaling laws for decoding images from brain activity. - Hubert J. Banville; Yohann Benchetrit; Stéphane d'Ascoli; Jérémy Rapin; Jean-Rémi King (CoRR, 2025)

Brain-to-Text Decoding: A Non-invasive Approach via Typing. - Jarod Lévy; Mingfang Zhang 006; Svetlana Pinet; Jérémy Rapin; Hubert J. Banville; Stéphane d'Ascoli; Jean-Rémi King (CoRR, 2025)

Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI. - Marlène Careil; Yohann Benchetrit; Jean-Rémi King (CoRR, 2025)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2025)

EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding. - Bruno Aristimunha; Dung Truong; Pierre Guetschel; Seyed Yahya Shirazi; Isabelle Guyon; Alexandre R. Franco; Michael P. Milham; Aviv Dotan; Scott Makeig; Alexandre Gramfort; Jean-Remi King; Marie-Constance Corsi; et al. (CoRR, 2025)

TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction. - Stéphane d'Ascoli; Jérémy Rapin; Yohann Benchetrit; Hubert J. Banville; Jean-Rémi King (CoRR, 2025)

Probing Syntax in Large Language Models: Successes and Remaining Challenges. - Pablo Diego-Simón; Emmanuel Chemla; Jean-Rémi King; Yair Lakretz (CoRR, 2025)

Disentangling the Factors of Convergence between Brains and Computer Vision Models. - Joséphine Raugel; Marc Szafraniec; Huy V. Vo; Camille Couprie; Patrick Labatut; Piotr Bojanowski; Valentin Wyart; Jean-Rémi King (CoRR, 2025)

nilearn. - Nilearn Contributors; Ahmad Chamma; Aina Frau-Pascual; Alex Rothberg; Alexandre Abadie; Alexandre Abraham; Alexandre Gramfort; Alexandre Savio; Alexandre Cionca; Alexandre Sayal; Alexis Thual; Alisha Kodibagkar; et al. (Zenodo, 2025)