Journal Paper

[Preprint] Disorganized communication and social dysfunction in schizophrenia: Emerging concepts and methods

Journal PaperReview
Emmanuel Olarewaju, Guillaume Dumas, Lena Palaniyappan
PsyArXiv
Publication year: 2023

[Preprint] GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models

ComputationalJournal Paper
Germán Abrevaya, Mahta Ramezanian-Panahi, Jean-Christophe Gagnon-Audet, Irina Rish, Pablo Polosecki, Silvina Ponce Dawson, Guillermo Cecchi, Guillaume Dumas
Arxiv
Publication year: 2023

[Preprint] Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok

ComputationalJournal Paper
Pascal Notsawo Jr, Hattie Zhou, Mohammad Pezeshki, Irina Rish, Guillaume Dumas
Arxiv
Publication year: 2023

[Preprint] Genetic modulation of brain dynamics in neurodevelopmental disorders: the impact of copy number variations on resting-state EEG

ExperimentalJournal Paper
Elisabeth Audet-Duchesne, Inga Knoth, Charles-Olivier Martin, Khadije Jizi, Petra Tamer, Nadine Younis, Sébastien Jacquemont, Guillaume Dumas, Sarah Lippé
Research Square
Publication year: 2023

[Preprint] Attention Schema in Neural Agents

ComputationalJournal Paper
Dianbo Liu, Samuele Bolotta, He Zhu, Yoshua Bengio, Guillaume Dumas
Arxiv
Publication year: 2023

[Preprint] Putamen volume as a predictor of repetitive and restricted behaviors and interests related intensity in autism

ExperimentalJournal Paper
Aline Lefebvre, Nicolas Traut, Amandine Pedoux, Anna Maruani, Anita Beggiato, Monique Elmaleh, David Germanaud, Anouck Amestoy, Myriam Ly-Le Moal, Christopher Chatham, Lorraine Murtagh, Manuel Bouvard, Marianne Alisson, Marion Leboyer, Thomas Bourgeron, Roberto Toro, Guillaume Dumas, Clara Moreau, Richard Delorme
Research Square
Publication year: 2023

[Preprint] Interoceptive technologies for clinical neuroscience

Journal PaperOpinion/Perspectives
Felix Schoeller, Adam Haar Horowitz, Abhinandan Jain, Pattie Maes, Nicco Reggente, Leonardo Christov-Moore, Giovanni Pezzulo, Laura Barca, Micah Allen, Roy Salomon, Mark Miller, Daniele Di Lernia, Giuseppe Riva, Manos Tsakiris, Moussa A. Chalah, Arno Klein, Vladimir Adrien, Marion Trousselard, Charles Verdonk, Guillaume Dumas, Karl Friston
PsyArXiv
Publication year: 2023

[Preprint] Sources of Richness and Ineffability for Phenomenally Conscious States

ComputationalJournal PaperOpinion/Perspectives
X. Ji, E. Elmoznino, G. Deane, A. Constant, G. Dumas, G. Lajoie, J. Simon, Y. Bengio
Arxiv
Publication year: 2023

[Preprint] Exploring age-related changes in inter-brain synchrony during verbal communication

ExperimentalJournal PaperOpinion/PerspectivesReview
S. Dikker, E. N. Mech, L. Gwilliams, T. West, G. Dumas, K. D. Federmeier
PsyArXiv
Publication year: 2022

Cortico-Cerebellar Neurodynamics during Social Interaction in Autism Spectrum Disorder

ExperimentalJournal Paper
F. Gaudfernau, A. Lefebvre, D-A. Engemann, A. Pedoux, A. Bánki, F. Baillin, B. Landman, F. Amsellem, T. Bourgeron, R. Delorme, G. Dumas
NeuroImage : Clinical
Publication year: 2022

WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Tasks

ComputationalJournal Paper
J-C. Gagnon-Audet, K. Ahuja, M-J. Darvishi-Bayazi, G. Dumas, I. Rish
TMLR
Publication year: 2022

Subcortical brain alterations in carriers of genomic copy number variants

ExperimentalJournal Paper
Kuldeep Kumar, Claudia Modenato, Clara Moreau, Christopher RK Ching, Annabelle Harvey, Sandra Martin-Brevet, Guillaume Huguet, Martineau Jean-Louis, Elise Douard, Charles-Olivier Martin, Nadine Younis, Petra Tamer, Anne M Maillard, Borja Rodriguez-Herreros, Aurélie Pain, 16p11. 2 European Consortium, Simons Searchlight Consortium, Leila Kushan, Dmitry Isaev, Kathryn Alpert, Anjani Ragothaman, Jessica A Turner, Lei Wang, Tiffany C Ho, Lianne Schmaal, Ana I Silva, Marianne BM van den Bree, David EJ Linden, Michael J Owen, Jeremy Hall, Sarah Lippé, Guillaume Dumas, Bogdan Draganski, Boris A Gutman, Ida E Sønderby, Ole A Andreassen, Laura M Schultz, Laura Almasy, David C Glahn, Carrie E Bearden, Paul M Thompson, Sébastien Jacquemont
American Journal of Psychiatry
Publication year: 2023

Differences in Intrinsic Gray Matter Connectivity and Their Genomic Underpinnings in Autism Spectrum Disorder

ExperimentalJournal Paper
Johanna Leyhausen, Tim Schäfer, Caroline Gurr, Lisa M Berg, Hanna Seelemeyer, Charlotte M Pretzsch, Eva Loth, Bethany Oakley, Jan K Buitelaar, Christian F Beckmann, Dorothea L Floris, Tony Charman, Thomas Bourgeron, Tobias Banaschewski, Emily JH Jones, Julian Tillmann, Chris Chatham, Jumana Ahmad, Sara Ambrosino, Bonnie Auyeung, Simon Baron-Cohen, Sarah Baumeister, Sven Bölte, Carsten Bours, Michael Brammer, Daniel Brandeis, Claudia Brogna, Yvette de Bruijn, Bhismadev Chakrabarti, Ineke Cornelissen, Daisy Crawley, Flavio Dell’Acqua, Guillaume Dumas, Sarah Durston, Christine Ecker, Jessica Faulkner, Vincent Frouin, Pilar Garcés, David Goyard, Lindsay Ham, Hannah Hayward, Joerg Hipp, Rosemary Holt, Mark H Johnson, Prantik Kundu, Meng-Chuan Lai, Xavier Liogier D’ardhuy, Michael V Lombardo, David J Lythgoe, René Mandl, Andre Marquand, Luke Mason, Maarten Mennes, Andreas Meyer-Lindenberg, Carolin Moessnang, Nico Bast, Declan GM Murphy, Laurence O’Dwyer, Marianne Oldehinkel, Bob Oranje, Gahan Pandina, Antonio M Persico, Barbara Ruggeri, Amber Ruigrok, Jessica Sabet, Roberto Sacco, Antonia San José Cáceres, Emily Simonoff, Will Spooren, Roberto Toro, Heike Tost, Jack Waldman, Steve CR Williams, Caroline Wooldridge, Marcel P Zwiers, Declan G Murphy
Biological psychiatry
Publication year: 2023

Genesis, modelling and methodological remedies to autism heterogeneity

Journal PaperReview
Juliette Rabot, Eya-Mist Rødgaard, Ridha Joober, Guillaume Dumas, Danilo Bzdok, Boris Bernhardt, Sebastien Jacquemont, Laurent Mottron
Neuroscience & Biobehavioral Reviews
Publication year: 2023

Tri-process model of interpersonal mindfulness: theoretical framework and study protocol

ExperimentalJournal PaperOpinion/Perspectives
Bassam Khoury, Viktoriya Manova, Lena Adel, Guillaume Dumas, Michael Lifshitz, Rodrigo C Vergara, Harmehr Sekhon, Soham Rej
Frontiers in Psychology
Publication year: 2023

Cross-sectional and longitudinal neuroanatomical profiles of distinct clinical (adaptive) outcomes in autism

ExperimentalJournal Paper
Preztsch, C. and Floris, D.L. and Schäfer, T. and Bletsch, A. and Gurr, C. and Lombardo, M.V. and Chatham, C.H. and Tillmann, J. and Charman, T. and Arenella, M. and Jones, Emily J.H. and Ambrosino, S. and Bourgeron, T. and Dumas, G. and Cliquet, F. and Leblond, C.S. and Loth, E. and Oakley, B. and Buitelaar, J.K. and Baron-Cohen, S. and Beckmann, C.F. and Persico, A.M. and Banaschewski, T. and Durston, S. and Freitag, C.M. and Murphy, D.G.M. and Ecker, C
Molecular Psychiatry
Publication year: 2023

Interpersonal attunement in social interactions: from collective psychophysiology to inter-personalized psychiatry and beyond

Journal PaperOpinion/PerspectivesReview
Dimitris Bolis, Guillaume Dumas, Leonhard Schilbach
Publication year: 2023

Processing of social and monetary rewards in autism spectrum disorders

ExperimentalJournal Paper
Sarah Baumeister, Carolin Moessnang, Nico Bast, Sarah Hohmann, Pascal Aggensteiner, Anna Kaiser, Julian Tillmann, David Goyard, Tony Charman, Sara Ambrosino, Simon Baron-Cohen, Christian Beckmann, Sven Bölte, Thomas Bourgeron, Annika Rausch, Daisy Crawley, Flavio Dell'Acqua, Guillaume Dumas, Sarah Durston, Christine Ecker, Dorothea L. Floris, Vincent Frouin, Hannah Hayward, Rosemary Holt, Mark H. Johnson, Emily J. H. Jones, Meng-Chuan Lai, Michael V. Lombardo, Luke Mason, Bethany Oakley, Marianne Oldehinkel, Antonio M. Persico, Antonia San José Cáceres, Thomas Wolfers, Eva Loth, Declan G. M. Murphy, Jan K. Buitelaar, Heike Tost, Andreas Meyer-Lindenberg, Tobias Banaschewski, Daniel Brandeis and the EU-AIMS LEAP Group
The British Journal of Psychiatry
Publication year: 2023

Restoring the missing person to personalized medicine and precision psychiatry

Journal PaperOpinion/PerspectivesReview
A. Gómez-Carrillo, V. Paquin, G. Dumas, LJ Kirmayer
Frontiers in Neuroscience
Publication year: 2023

PyNM: a Lightweight Python implementation of Normative Modeling

ComputationalJournal Paper
A. Harvey, G. Dumas
JOSS
Publication year: 2022

Tackling hypo and hyper sensory processing heterogeneity in Autism: from clinical stratification to genetic pathways

ExperimentalJournal Paper
A. Lefebvre , J. Tillmann , F. Cliquet, F. Amsellem, A. Maruan, C. Leblond, A. Beggiato, D. Germanaud, A. Amestoy, M. Ly-Le Moal, D. Umbricht, C. Chatham, L. Murtagh, M. Bouvard, M. Leboyer , T. Charman, T. Bourgeron, R. Delorme, G. Dumas and the EU-AIMS LEAP group
Autism Research
Publication year: 2022

Multilevel Development of Cognitive Abilities in an Artificial Neural Network

ComputationalJournal Paper
Konstantin Volzhenin, Jean-Pierre Changeux, Guillaume Dumas
PNAS
Publication year: 2022

Interpersonal attunement in social interactions: from collective psychophysiology to inter-personalized psychiatry and beyond

Journal PaperOpinion/PerspectivesReview
D. Bolis, G. Dumas, L. Schilbach
Proceedings of the Royal Society B: Biological Sciences
Publication year: 2022

Technologically-Assisted Communication Attenuates Inter-Brain Synchrony

ExperimentalJournal Paper
L. Schwartz, J. Levy, Y. Endevelt-Shapira, A. Djalovski, O. Hayut, G. Dumas, R. Feldman
NeuroImage
Publication year: 2022

From analytic to synthetic-organizational pluralisms: A pluralistic enactive psychiatry

Journal PaperOpinion/PerspectivesReview
C. Gauld, K. Nielsen, M. Job, H. Bottemanne, G. Dumas
Frontiers in Psychiatry
Publication year: 2022

A neurodynamic model of inter-brain coupling in the gamma band

ComputationalJournal Paper
Q. Moreau, L. Adel, C. Douglas, G. Ranjbaran, G. Dumas
Journal of Neurophysiology
Publication year: 2022

How Can Digital Mental Health Enhance Psychiatry

Journal PaperReview
E. Stern, J-A Micoulaud Franchi, G. Dumas, J. Moreira, S. Mouchabac, J. Maruani, P. Philip, M.l Lejoyeux, P. A. Geoffroy
The Neuroscientist
Publication year: 2022

Stratifying the autistic phenotype using electrophysiological indices of social perception

ExperimentalJournal Paper
L. Mason, C. Moessnang, C. Chatham, L. Ham, J. Tillmann, G. Dumas, C. Ellis, C S. Leblond, F. Cliquet, T. Bourgeron, C. Beckmann, T. Charman, B. Oakley, T. Banaschewski, A. Meyer-Lindenberg, S. Baron-Cohen, S. Bölte, J. K. Buitelaar, S. Durston, E. Loth, B. Oranje, A. Persico, F. Dell’acqua, C. Ecker, M. H. Johnson, D. Murphy, E. J.H. Jones
Science Translational Medicine
Publication year: 2022

Genomic Deletions and Duplications Show Mirror Effects on Cognitive Ability According to Spatial Patterns of Gene Expression in the Human Brain

ExperimentalJournal Paper
K. Kumar, S. Kazem, G. Huguet, E. Douard, Z. Saci, L. Almasy, D. Glahn, G. Dumas, S. Jacquemont
Biological Psychiatry
Publication year: 2022

Generative Models of Brain Dynamics — A review

ComputationalExperimentalJournal PaperReview
M. Ramezanian Panahi, G. Abrevaya, J-C. Gagnon-Audet, V. Voleti, I. Rish, G. Dumas
Front. Artif. Intell.
Publication year: 2022

From inter-brain connectivity to inter-personal psychiatry

ExperimentalJournal PaperOpinion/Perspectives
G. Dumas
World Psychiatry
Publication year: 2022

Social Neuro AI: Social Interaction as the "dark matter" of AI

ComputationalJournal PaperOpinion/Perspectives
S. Bolotta, G. Dumas
Frontiers in Computer Science
Publication year: 2022

Neurobiological Correlates of Change in Adaptive Behavior in Autism

ExperimentalJournal Paper
C. M. Pretzsch, T. Schäfer, M. V. Lombardo, V. Warrier, C. Mann, A. Bletsch, C. H. Chatham, D. L. Floris, J. Tillmann, A. Yousaf, E. Jones, T. Charman, S. Ambrosino, T. Bourgeron, G. Dumas, E. Loth, B. Oakley, J. K. Buitelaar, F. Cliquet, C. S. Leblond, S. Baron-Cohen, C. F. Beckmann, T. Banaschewski, S. Durston, C. M. Freitag, the EU-AIMS LEAP Group, D. G.M. Murphy, C. Ecker
The American Journal of Psychiatry
Publication year: 2022

Naming autism in the right context

Journal PaperOpinion/Perspectives
A. Roman-Urrestarazu, G. Dumas, V. Warrier
JAMA Pediatrics
Publication year: 2022

Maternal chemosignals enhance infant-adult brain-to-brain synchrony

ExperimentalJournal Paper
Y. Endevelt-Shapira, A. Djalovski, G. Dumas, & R. Feldman
Science Advances
Publication year: 2021

Early transcriptional changes in rabies virus-infected neurons and their impact on neuronal functions

ExperimentalJournal Paper
S. Kim, F. Larrous, H. Varet, R. Legendre, L. Feige, G. Dumas, R. Matsas, G. Kouroupi, R. Grailhe, H. Bourhy
Frontiers in Microbiology
Publication year: 2022

Symptom network analysis of the sleep disorders diagnostic criteria based on the clinical text of the ICSD-3

ComputationalJournal Paper
C. Gauld, R. Lopez, C. Morin, P.A. Geoffroy, J. Maquet, P. Desvergnes, A. McGonigal, Y. Dauvilliers, P. Philip, G. Dumas, J-A. Micoulaud-Franchi
Journal of Sleep Research
Publication year: 2022

The meaning of significant mean group differences for biomarker discovery

ComputationalExperimentalJournal Paper
E. Loth, J. Ahmad, C. Chatham, B. Lopez, B. Carter, D. Crawley, B. Oakley, H. Hayward, J. Cooke, A. San Jose Caceres, D. Bzdok, E. Jones, T. Charman, T. Bourgeron, R. Toro, J. Buitelaar, D. Murphy, G. Dumas
PLoS Computational Biology
Publication year: 2021

Hybrid Harmony: A Multi-Person Neurofeedback Application for Interpersonal Synchrony

ExperimentalJournal Paper
Phoebe Chen, Sophie Hendrikse, Kaia Sargent, Michele Romani, Matthias Oostrik, Tom F. Wilderjans, Sander Koole, Guillaume Dumas, David Medine, Suzanne Dikker
Frontiers in Neuroergonomics
Publication year: 2021

Inter-individual differences in cortical thickness and their genomic underpinnings in autism spectrum disorder

ExperimentalJournal Paper
C. Ecker, C. M. Pretzsch, A. Bletsch, C. Mann, T. Schaefer, S. Ambrosino, J. Tillmann, A. Yousaf, A. Chiocchetti, M. V. Lombardo, V. Warrier, N. Bast, C. Moessnang, S. Baumeister, F. Dell’Aqua, Dorothea L. Floris, M. Zabihi, A. Marquand, F. Cliquet, C. Leblond, C. Moreau, N. Puts, T. Banaschewski, E. Jones, L. Mason, S. Bölte, A. Meyer-Lindenberg, A. Persico, S. Durston, S. Baron-Cohen, W. Spooren, E. Loth, C. M Freitag, T. Charman, G. Dumas, T. Bourgeron, C. F. Beckmann, J. K. Buitelaar, the EU-AIMS LEAP Group, D. G.M. Murphy
The American Journal of Psychiatry
Publication year: 2022

Why do sleep disorders belong to mental disorder classifications? A network analysis of the “Sleep-Wake Disorders” section of the DSM-5

ComputationalJournal Paper
C. Gauld, R. Lopez, C. Morin, M. Julien, A. Mcgonigal, P.A. Geoffroy, E. Fakra, P. Philip, G. Dumas, J-A. Micoulaud-Franchi
Journal of Psychiatric Research
Publication year: 2021

Learning Brain Dynamics with Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks

ComputationalJournal Paper
Germán Abrevaya, Guillaume Dumas, Aleksandr Y. Aravkin, Peng Zheng, Jean-Christophe Gagnon-Audet, James Kozloski, Pablo Polosecki, Guillaume Lajoie, David Cox, Silvina Ponce Dawson, Guillermo Cecchi, Irina Rish
Neural Computation
Publication year: 2021

Reciprocity & alignment: quantifying coupling in dynamic interactions

Journal PaperOpinion/PerspectivesReview
Guillaume Dumas, Merle Fairhurst
Royal Society Open Science
Publication year: 2019

Electro-clinical features in epileptic children with chromosome 15q duplication syndrome

ExperimentalJournal Paper
M-T. Dangles, V. Malan, G. Dumas, S. Romana, O. Raoul, D. Coste-Zeitoun, C. Soufflet, P. Vignolo-Diard, N. Bahi-Buisson, C. Barnérias, N. Chemaly, I. Desguerre, C. Gitiaux, M. Hully, M. Bourgeois, A. Guimier, M. Rio, A. Munnich, R. Nabbout, A. Kaminska, M. Eisermann
Clinical Neurophysiology
Publication year: 2021

Beyond Correlation versus Causation: Multi-brain Neuroscience Needs Explanation

Journal PaperOpinion/Perspectives
Quentin Moreau, Guillaume Dumas
Trends in Cognitive Sciences
Publication year: 2021

Systematic detection of brain protein-coding genes under positive selection during primate evolution and their roles in cognition

ComputationalJournal Paper
Guillaume Dumas, Simon Malesys, Thomas Bourgeron
Genome Research
Publication year: 2021

Towards robust and replicable sex differences in the intrinsic brain function of autism

ExperimentalJournal Paper
D.L. Floris, J.O.A. Filho, M-C. Lai, S. Giavasis, M. Oldehinkel, M. Mennes, T. Charman, J. Tillmann, G. Dumas, C. Ecker, F. Dell’Acqua, T. Banaschewski, C. Moessnang, S. Baron-Cohen, S. Durston, E. Loth, D.G.M. Murphy, J.K. Buitelaar, C.F. Beckmann, M.P. Milham, A. Di Martino
Molecular Autism
Publication year: 2021

Personalized Medicine for OSA Syndrome in a Nutshell: Conceptual Clarification for Integration

ComputationalJournal PaperOpinion/Perspectives
Christophe Gauld, Marie Darrason, Guillaume Dumas, Jean-Arthur Micoulaud-Franchi
Chest
Publication year: 2021

Mass‐spectrometry analysis of the human pineal proteome during night and day and in autism

ExperimentalJournal Paper
Guillaume Dumas, Hany Goubran‐Botros, Mariette Matondo, Cécile Pagan, Cyril Boulègue, Thibault Chaze, Julia Chamot‐Rooke, Erik Maronde, Thomas Bourgeron
Journal of Pineal Research
Publication year: 2020

Temporal Profiles of Social Attention Are Different Across Development in Autistic and Neurotypical People

ExperimentalJournal Paper
T. Del Bianco, L. Mason, T. Charman, J.Tillman, E. Loth, H. Hayward, F. Shic, J. Buitelaar, M.H. Johnson, E.J.H. Jones, (EU-AIMS LEAP group)
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
Publication year: 2021

Fractionating autism based on neuroanatomical normative modeling

ComputationalExperimentalJournal Paper
Mariam Zabihi, Dorothea L. Floris, Seyed Mostafa Kia, Thomas Wolfers, Julian Tillmann, Alberto Llera Arenas, Carolin Moessnang, Tobias Banaschewski, Rosemary Holt, Simon Baron-Cohen, Eva Loth, Tony Charman, Thomas Bourgeron, Declan Murphy, Christine Ecker, Jan K. Buitelaar, Christian F. Beckmann, Andre Marquand, The EU-AIMS LEAP Group
Translational Psychiatry
Publication year: 2020

The three cultures of computational psychiatry

ComputationalJournal PaperOpinion/Perspectives
Christophe Gauld, Guillaume Dumas, Éric Fakra, Jérémie Mattout, Jean-ArthurMicoulaud-Franchi
AMPSY
Publication year: 2020

Human Attachments Shape Interbrain Synchrony toward Efficient Performance of Social Goals

ExperimentalJournal Paper
Amir Djalovski, Guillaume Dumas, Sivan Kinreich, Ruth Feldman
NeuroImage
Publication year: 2020

Modeling flexible behavior in childhood to adulthood shows age-dependent learning mechanisms and less optimal learning in autism in each age group

ExperimentalJournal Paper
Daisy Crawley, Lei Zhang, Emily J. H. Jones, Jumana Ahmad, Bethany Oakley, Antonia San José Cáceres, Tony Charman, Jan K. Buitelaar, Declan G. M. Murphy, Christopher Chatham, Hanneke den Ouden, Eva Loth, the EU-AIMS LEAP group
PLoS Biology
Publication year: 2020

Interactive Psychometrics for Autism with the Human Dynamic Clamp: Interpersonal Synchrony from Sensory-motor to Socio-cognitive Domains

ComputationalExperimentalJournal Paper
Florence Baillin, Aline Lefebvre, Amandine Pedoux, Yann Beauxis, Denis Engemann, Anna Maruani, Frédérique Amsellem, Thomas Bourgeron, Richard Delorme, Guillaume Dumas
Frontiers in Psychiatry
Publication year: 2019

HyPyP: a Hyperscanning Python Pipeline for inter-brain connectivity analysis

ComputationalExperimentalJournal Paper
Anaël Ayrolles, Florence Brun, Phoebe Chen, Amir Djalovski, Yann Beauxis, Richard Delorme, Thomas Bourgeron, Suzanne Dikker, Guillaume Dumas
Social Cognitive and Affective Neuroscience
Publication year: 2020

Neuropsychiatric mutations delineate functional brain connectivity dimensions contributing to autism and schizophrenia

ExperimentalJournal Paper
Clara Moreau, Sebastian Urchs, Pierre Orban, Catherine Schramm, Guillaume Dumas, Aurélie Labbe, Guillaume Huguet, Elise Douard, Pierre-Olivier Quirion, Amy Lin, Leila Kushan, Stephanie Grot, David Luck, Adrianna Mendrek, Stephane Potvin, Emmanuel Stip, Thomas Bourgeron, Alan C. Evans, Carrie E. Bearden, Pierre Bellec, Sebastien Jacquemont, Simons Variation in Individuals Project Consortium
Nature Communications
Publication year: 2020

Dissecting the phenotypic heterogeneity in sensory features in Autism Spectrum Disorder: a factor mixture modelling approach

ExperimentalJournal Paper
Julian Tillmann, Mirko Uljarevic, Daisy Crawley, Guillaume Dumas, Eva Loth, Declan Murphy, Jan Buitelaar, Tony Charman, the AIMS-2-TRIALS LEAP group
Molecular Autism
Publication year: 2020

Normative age modelling of cortical thickness in autistic males

ExperimentalJournal Paper
Richard A. I. Bethlehem, Jakob Seidlitz, Rafael Romero-Garcia, Stavros Trakoshis, Guillaume Dumas, Michael V. Lombardo
Nature Communications Biology
Publication year: 2018

Personalized sleep medicine and obstructive sleep apnea: Between precision and stratification

Journal PaperReview
C. Gauld, G. Dumas, M. Darrason, N. Salles, P. Desvergnes, P. Philip, J.-A. Micoulaud-Franchi
Médecine du Sommeil
Publication year: 2020

Patterns of Autism Symptoms: Hidden Structure in the ADOS and ADI Questionnaires

ExperimentalJournal Paper
J. Lefort-Besnard, K. Vogeley, L. Schilbard, G. Varoquaux, B. Thirion, G. Dumas, D. Bzdok
Translational Psychiatry
Publication year: 2020

Dark Control: A Unified Account of Default Mode Function by Control Theory and Reinforcement Learning

ComputationalExperimentalJournal Paper
Elvis Dohmatob, Guillaume Dumas, Danilo Bzdok
HBM
Publication year: 2020

“Social Physiology” for Psychiatric Semiology: How TTOM can initiate an interactive turn for Computational Psychiatry?

Journal PaperOpinion/Perspectives
Guillaume Dumas, Tudi Gozé, Jean-Arthur Micoulaud-Franchi
Behavioral and Brain Sciences
Publication year: 2020

Social brain activation during mentalizing in a large autism cohort: the Longitudinal European Autism Project

ExperimentalJournal Paper
Carolin Moessnang, Sarah Baumeister, Julian Tillmann, David Goyard, Tony Charman, Sara Ambrosino, Simon Baron-Cohen, Christian Beckmann, Sven Bölte, Carsten Bours, Daisy Crawley, Flavio Dell’Acqua, Sarah Durston, Christine Ecker, Vincent Frouin, Hannah Hayward, Rosemary Holt, Mark Johnson, Emily Jones, Meng-Chuan Lai, Michael V. Lombardo, Luke Mason, Marianne Oldenhinkel, Antonio Persico, Antonia San José Cáceres, Will Spooren, Eva Loth, Declan G. M. Murphy, Jan K. Buitelaar, Tobias Banaschewski, Daniel Brandeis, Heike Tost, Andreas Meyer-Lindenberg, the EU-AIMS LEAP group
Molecular Autism
Publication year: 2020

Binaural Beats through the auditory pathway: from brainstem to connectivity patterns

ExperimentalJournal Paper
Hector D Orozco Perez, Guillaume Dumas, Alexandre Lehmann
eNeuro
Publication year: 2020

Autism spectrum disorder

Journal PaperReview
Catherine Lord, Traolach S. Brugha, Tony Charman, James Cusack, Guillaume Dumas, Thomas Frazier, Emily J. H. Jones, Rebecca M. Jones, Andrew Pickles, Matthew W. State, Julie Lounds Taylor, Jeremy Veenstra-VanderWeele
Nature Reviews Disease Primers
Publication year: 2020

The Human Dynamic Clamp Reveals the Fronto-Parietal Network Linking Real-Time Social Coordination and Cognition

ExperimentalJournal Paper
Guillaume Dumas, Quentin Moreau, Emmanuelle Tognoli, J.A. Scott Kelso
Cerebral Cortex
Publication year: 2019

Psychedelics and Sociality: Probing the diversity of cognition beyond individuals

Journal PaperOpinion/Perspectives
Katrin Preller, Guillaume Dumas
Alius Bulletin
Publication year: 2019

From pattern classification to stratification: towards conceptualizing the heterogeneity of Autism Spectrum Disorder

Journal PaperReview
Thomas Wolfers, Dorothea L. Floris, Richard Dinga, Daanvan Rooij, Christina Isakoglou, Seyed Mostafa Kia, Mariam Zabihi , Alberto Llera, Rajanikanth Chowdanayaka, Vinod J. Kumar, Han Peng, Charles Laidi, Dafnis Batalle, Ralica Dimitrova, Tony Charman, Eva Loth, Meng-Chuan Lai, Emily Jones, Sarah Baumeister, Carolin Moessnang, Tobias Banaschewski, Christine Ecker, Guillaume Dumas, Jonathan O’Muircheartaigh, Declan Murphy, Jan K. Buitelaar, Andre F. Marquand, Christian F. Beckmann
Neuroscience & Biobehavioral Reviews
Publication year: 2019

Towards a physiological approach to semiology in psychiatry. Part 1: Approaches DRC, DSM, RDOC ET HITOP

Journal PaperOpinion/PerspectivesReview
Jean-Arthur Micoulaud-Franchi, Clélia Quiles, Jean Marie Bataile, Christophe Daudet, Michel Cermolacce, Guillaume Dumas
AMPSY
Publication year: 2019

Towards a physiological approach to semiology in psychiatry. Part 2: Perspectives offered by systemic biology

Journal PaperOpinion/PerspectivesReview
Guillaume Dumas, Michel Cermolacce, Jean Marie Batail, Clélia Quiles, Jean-Arthur Micoulaud-Franchi
AMPSY
Publication year: 2019

Investigating the factors underlying adaptive functioning in autism in the EU‐AIMS Longitudinal European Autism Project

ExperimentalJournal Paper
Julian Tillmann, Antonia San José Cáceres, Chris H. Chatham, Daisy Crawley, Rosemary Holt, Bethany Oakley, Tobias Banaschewski, Simon Baron‐Cohen, Sven Bölte, Jan K. Buitelaar, Sarah Durston, Lindsay Ham, Eva Loth, Emily Simonoff, Will Spooren, Declan G. Murphy, Tony Charman, the EU‐AIMS LEAP group
Autism Research
Publication year: 2019

Altered Connectivity Between Cerebellum, Visual, and Sensory-Motor Networks in Autism Spectrum Disorder: Results from the EU-AIMS Longitudinal European Autism Project

ExperimentalJournal Paper
Marianne Oldehinkel, Maarten Mennes, Andre Marquand, Tony Charman, Julian Tillmann, Christine Ecker, Flavio Dell’Acqua, Daniel Brandeis, Tobias Banaschewski, Sarah Baumeister, Carolin Moessnang, Simon Baron-Cohen, Rosemary Holt, Sven Bölte, Sarah Durston, Prantik Kundu, Michael V. Lombardo, Will Spooren, Eva Loth, Declan G.M. Murphy, Christian F. Beckmann, Jan K. Buitelaar, and the EU-AIMS LEAP group
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging.
Publication year: 2019

Implementing EEG hyperscanning setups

ExperimentalJournal PaperReview
P. Barraza, G. Dumas, H. Liu, G. Blanco-Gomez; A. Pérez
MethodsX
Publication year: 2019

Plasma melatonin differences in autism: beyond the impact of pineal gland volume

ExperimentalJournal Paper
A. Maruani, G. Dumas, Anita Beggiato, N. Traut, H. Peyre, A. Cohen, F. Amsellem, M. Elmaleh, D. Germanaud, J-M. Launey, T. Bourgeon, R. Toro, R. Delorme
Frontiers in Psychiatry
Publication year: 2019

Dissecting the heterogeneous cortical anatomy of autism spectrum disorder using normative models

ExperimentalJournal Paper
M Zabihi et al. (EU‐AIMS LEAP group)
Biological Psychiatry
Publication year: 2018

Differential brain-to-brain entrainment while speaking and listening in native and foreign languages

ExperimentalJournal Paper
Alejandro Pérez, Guillaume Dumas, Melek Karadag, Jon Andoni Duñabeitia
Cortex
Publication year: 2018

Alpha Waves as a Neuromarker of Autism Spectrum Disorder: The Challenge of Reproducibility and Heterogeneity

ComputationalExperimentalJournal Paper
Aline Lefebvre, Richard Delorme, Catherine Delanoë, Frederique Amsellem, Anita Beggiato, David Germanaud, Thomas Bourgeron, Roberto Toro, Guillaume Dumas
Front. Neurosci. 12:662. doi: 10.3389/fnins.2018.00662
Publication year: 2018

Experimenting with reproducibility in bioinformatics

ComputationalJournal Paper
Yang-Min Kim, Jean-Baptiste Poline, Guillaume Dumas
GigaScience, Volume 7, Issue 7, 1 July 2018, giy077
Publication year: 2018

Brain-to-brain coupling during handholding is associated with pain reduction

ExperimentalJournal Paper
Pavel Goldstein, Irit Weissman-Fogel, Guillaume Dumas, Simone G. Shamay-Tsoory
Proceedings of the National Academy of Sciences
Publication year: 2018

Making psychiatric semiology great again: a semiologic, not nosologic challenge

Journal PaperOpinion/Perspectives
Jean-Arthur Micoulaud-Franchi, Clélia Quiles, Jean-Marie Batail, Christophe Lancon, Marc Masson, Guillaume Dumas, Michel Cermolacce
L'Encephale
Publication year: 2018

A roadmap to computational social neuroscience

ComputationalJournal PaperOpinion/Perspectives
Emmanuelle Tognoli, Guillaume Dumas, J.A. Scott Kelso (2017)
Cognitive Neurodynamics,
Publication year: 2017

The EU-AIMS Longitudinal European Autism Project (LEAP): design and methodologies to identify and validate stratification biomarkers for autism spectrum disorders

ExperimentalJournal Paper
Eva Loth, Tony Charman, Luke Mason, Julian Tillmann, Emily J. H. Jones, Caroline Wooldridge, Jumana Ahmad, Bonnie Auyeung, Claudia Brogna, Sara Ambrosino, Tobias Banaschewski, Simon Baron-Cohen, Sarah Baumeister, Christian Beckmann, Michael Brammer, Daniel Brandeis, Sven Bölte, Thomas Bourgeron, Carsten Bours, Yvette de Bruijn, Bhismadev Chakrabarti, Daisy Crawley, Ineke Cornelissen, Flavio Dell’ Acqua, Guillaume Dumas, Sarah Durston, Christine Ecker, Jessica Faulkner, Vincent Frouin, Pilar Garces, David Goyard, Hannah Hayward, Lindsay M. Ham, Joerg Hipp, Rosemary J. Holt, Mark H. Johnson, Johan Isaksson, Prantik Kundu, Meng-Chuan Lai, Xavier Liogier D’ardhuy, Michael V. Lombardo, David J. Lythgoe, René Mandl, Andreas Meyer-Lindenberg, Carolin Moessnang, Nico Mueller, Laurence O’Dwyer, Marianne Oldehinkel, Bob Oranje, Gahan Pandina, Antonio M. Persico, Amber N. V. Ruigrok, Barbara Ruggeri, Jessica Sabet, Roberto Sacco, Antonia San José Cáceres, Emily Simonoff, Roberto Toro, Heike Tost, Jack Waldman, Steve C. R. Williams, Marcel P. Zwiers, Will Spooren, Declan G. M. Murphy and Jan K. Buitelaar
Molecular Autism 8:24
Publication year: 2017

The EU-AIMS Longitudinal European Autism Project (LEAP): clinical characterisation

ExperimentalJournal Paper
Tony Charman, Eva Loth, Julian Tillmann, Daisy Crawley, Caroline Wooldridge, David Goyard, Jumana Ahmad, Bonnie Auyeung, Sara Ambrosino, Tobias Banaschewski, Simon Baron-Cohen, Sarah Baumeister, Christian Beckmann, Sven Bölte, Thomas Bourgeron, Carsten Bours, Michael Brammer, Daniel Brandeis, Claudia Brogna, Yvette de Bruijn, Bhismadev Chakrabarti, Ineke Cornelissen, Flavio Dell’ Acqua, Guillaume Dumas, Sarah Durston, Christine Ecker, Jessica Faulkner, Vincent Frouin, Pilar Garcés, Lindsay Ham, Hannah Hayward, Joerg Hipp, Rosemary J. Holt, Johan Isaksson, Mark H. Johnson, Emily J. H. Jones, Prantik Kundu, Meng-Chuan Lai, Xavier Liogier D’ardhuy, Michael V. Lombardo, David J Lythgoe, René Mandl, Luke Mason, Andreas Meyer-Lindenberg, Carolin Moessnang, Nico Mueller, Laurence O’Dwyer, Marianne Oldehinkel, Bob Oranje, Gahan Pandina, Antonio M. Persico, Barbara Ruggeri, Amber N. V. Ruigrok, Jessica Sabet, Roberto Sacco, Antonia San Jóse Cáceres, Emily Simonoff, Roberto Toro, Heike Tost, Jack Waldman, Steve C. R. Williams, Marcel P. Zwiers, Will Spooren, Declan G. M. Murphy, and Jan K. Buitelaar
Molecular Autism 8:27
Publication year: 2017

From clinic to the ‘‘foul and exciting field of life’’: A psychiatric point of view on clinical physiology

Journal PaperReview
Jean-Arthur Micoulaud-Franchi, Guillaume Dumas, Clélia Quiles, Jean Vion-Dury
Annales Médico-psychologiques (revue psychiatrique)
Publication year: 2016

Enhanced emotional responses during social coordination with a virtual partner

ExperimentalJournal Paper
Mengsen Zhang, Guillaume Dumas, J.A. Scott Kelso, Emmanuelle Tognoli
International Journal of Psychophysiology, 104:33-43. doi: 10.1016/j.ijpsycho.2016.04.001
Publication year: 2016

The Virtual Teacher (VT) Paradigm: Learning New Patterns of Interpersonal Coordination Using the Human Dynamic Clamp

ComputationalExperimentalJournal Paper
Viviane Kostrubiec, Guillaume Dumas, Pier-Giorgio Zanone, J. A. Scott Kelso
PLoS ONE 10(11): e0142029. doi:10.1371/journal.pone.0142029
Publication year: 2015

A de novo microdeletion of SEMA5A in a boy with autism spectrum disorder and intellectual disability

ExperimentalJournal Paper
Anne-Laure Mosca-Boidron, Lucie Gueneau, Guillaume Huguet, Alice Goldenberg, Céline Henry, Nadège Gigot, Emilie Pallesi-Pocachard, Antonio Falace, Laurence Duplomb, Julien Thevenon, Yannis Duffourd, Judith ST-Onge, Pascal Chambon, Jean-Baptiste Rivière, Christel Thauvin-Robinet, Patrick Callier, Nathalie Marle, Muriel Payet, Clemence Ragon, Hany Goubran Botros, Julien Buratti, Sophie Calderari, Guillaume Dumas, Richard Delorme, Nathalie Lagarde, Jean-Michel Pinoit, Antoine Rosier, Alice Masurel-Paulet, Carlos Cardoso, Francine Mugneret, Pascale Saugier-Veber, Dominique Campion, Laurence Faivre, Thomas Bourgeron
European Journal of Human Genetics. 24(6):838-43. doi: 10.1038/ejhg.2015.211
Publication year: 2015

Toward a Neural Basis for Peer-Interaction: What Makes Peer-Learning Tick?

Journal PaperReview
Ian Clark, Guillaume Dumas (2015)
Front. Psychol. 6:28. doi: 10.3389/fpsyg.2015.00028
Publication year: 2015

Your body, my body, our coupling moves our bodies

Journal PaperOpinion/Perspectives
Guillaume Dumas, Julien Laroche, Alexandre Lehmann (2014)
Front. Hum. Neurosci. 8:1004. doi: 10.3389/fnhum.2014.01004
Publication year: 2014

Automatic Measure of Imitation during Social Interaction: a Behavioral and Hyperscanning-EEG Benchmark

ComputationalExperimentalJournal Paper
Emilie Delaherche*, Guillaume Dumas*, Jacqueline Nadel, Mohamed Chetouani (2014)
Pattern Recognition Letters, doi:10.1016/j.patrec.2014.09.002
Publication year: 2014

Revisiting Mu Suppression in Autism Spectrum Disorder

ExperimentalJournal Paper
Guillaume Dumasa, Robert Soussignan, Laurent Hugueville, Jacques Martinerie, Jacqueline Nadel (2014)
Brain research, 1585, 108-119.
Publication year: 2014

The Human Dynamic Clamp as a Paradigm for Social Interaction

ComputationalExperimentalJournal Paper
Guillaume Dumas, Gonzalo de Guzman, Emmanuelle Tognoli, J.A Scott Kelso (2014)
Proceedings of the National Academy of Sciences, 111-35, E3726-E3734
Publication year: 2014

The Interacting Body: Intra- and Interindividual Processes During Imitation

Journal PaperReview
Jacqueline Nadel, Guillaume Dumas (2014)
Journal of Cognitive Education and Psychology, 13, 163–175 10.1891/1945-8959.13.2.163
Publication year: 2014

Tackling the Social Cognition Paradox through Multi-Scale Approaches

Journal PaperOpinion/Perspectives
Guillaume Dumas, J.A. Scott Kelso, Jacqueline Nadel (2014)
Front. Psychol. 5:882. doi: 10.3389/fpsyg.2014.00882
Publication year: 2014

The Evolving Nature of Social Network Research: A Commentary to Gleibs (2014)

Journal PaperOpinion/Perspectives
Guillaume Dumas, David G. Serfass, Nicolas A. Brown, Ryne A. Sherman (2014)
Analyses of Social Issues and Public Policy,
Publication year: 2014

Cyborg psychiatry to ensure agency and autonomy in mental disorders. A proposal for neuromodulation therapeutics

Journal PaperOpinion/Perspectives
Jean-Arthur Micoulaud-Franchi, Guillaume Fond, Guillaume Dumas (2013)
Front. Hum. Neurosci. 7:463. doi: 10.3389/fnhum.2013.00463
Publication year: 2013

Outline of a general theory of behavior and brain coordination

Journal PaperReview
J.A. Scott Kelso, Guillaume Dumas, Emmanuelle Tognoli (2013)
Neural Networks 37: 120–131. doi: 10.1016/j.neunet.2012.09.003
Publication year: 2013

Anatomical Connectivity Influences both Intra- and Inter-Brain Synchronizations

ComputationalJournal Paper
Guillaume Dumas, Mario Chavez, Jacqueline Nadel, Jacques Martinerie (2012)
PLoS ONE 7(5): e36414. doi:10.1371/journal.pone.0036414
Publication year: 2012

Does the brain know who is at the origin of what in an imitative interaction?

ExperimentalJournal Paper
Guillaume Dumas, Jacques Martinerie, Robert Soussignan, Jacqueline Nadel (2012)
Front. Hum. Neurosci. 6:128. doi: 10.3389/fnhum.2012.00128
Publication year: 2012

Magnetoencephalographic signatures of visual form and motion binding.

ExperimentalJournal Paper
Charles Aissani, Benoit Cottereau, Guillaume Dumas, Anne-Lise Paradis, Jean Lorenceau (2011)
Brain Research, 1408, 27–40.
Publication year: 2011

Toward a two-body neuroscience

Journal PaperOpinion/Perspectives
Guillaume Dumas (2011)
Communicative and Integrative Biology, 4, 349-352.
Publication year: 2011

From social behaviour to brain synchronization: Review and perspectives in hyperscanning

Journal PaperReview
Guillaume Dumas*, Fanny Lachat*, Jacques Martinerie, Jacqueline Nadel, Nathalie George (2010)
IRBM, Ingénierie et Recherche Biomédicale / BioMedical Engineering and Research, 32,48–53. doi:10.1016/j.irbm.2011.01.002
Publication year: 2010

Inter-Brain Synchronization during Social Interaction

ExperimentalJournal Paper
Guillaume Dumas, Jacqueline Nadel, Robert Soussignan, Jacques Martinerie, Line Garnero (2010)
PLoS ONE 5(8): e12166. doi:10.1371/journal.pone.0012166
Publication year: 2010