Computational Psychiatry
Understanding mental function and dysfunction through multi-scale mathematical models.
Precision Medicine
Tailoring optimal care to each individual patient, using data from genomes to smartphones.
Social Neuro-AI
Translating insights of basic social neuroscience into artificial intelligence and machine learning.
Open Science
Beyond reproducibility research, cultivating inclusivity and solidarity.
Team Work
United in our diversity, aiming at mutual respect and collective growth.
Social Impact
Changing human lives from laboratory to hospital, from hospital to homes.
PLoS ONE
Frontiers in Psychiatry
PNAS
Frontiers in Psychiatry
Psychological Medicine
Behavioral and Brain Sciences
PLoS ONE
Authors: Guillaume Dumas, Jacqueline Nadel, Robert Soussignan, Jacques Martinerie, Line Garnero
Publication Year: 2010
Journal: PLoS ONE
Abstract:
During social interaction, both participants are continuously active, each modifying their own actions in response to the continuously changing actions of the partner. This continuous mutual adaptation results in interactional synchrony to which both members contribute. Freely exchanging the role of imitator and model is a well-framed example of interactional synchrony resulting from a mutual behavioral negotiation. How the participants’ brain activity underlies this process is currently a question that hyperscanning recordings allow us to explore. In particular, it remains largely unknown to what extent oscillatory synchronization could emerge between two brains during social interaction. To explore this issue, 18 participants paired as 9 dyads were recorded with dual-video and dual-EEG setups while they were engaged in spontaneous imitation of hand movements. We measured interactional synchrony and the turn-taking between model and imitator. We discovered by the use of nonlinear techniques that states of interactional synchrony correlate with the emergence of an interbrain synchronizing network in the alpha-mu band between the right centroparietal regions. These regions have been suggested to play a pivotal role in social interaction. Here, they acted symmetrically as key functional hubs in the interindividual brainweb. Additionally, neural synchronization became asymmetrical in the higher frequency bands possibly reflecting a top-down modulation of the roles of model and imitator in the ongoing interaction.
Frontiers in Psychiatry
Authors: Guillaume Dumas, J. A. Scott Kelso and Jacqueline Nadel
Publication Year: 2014
Journal: Frontiers in Psychiatry
Abstract: Recent debates regarding the primacy of social interaction versus individual cognition appear to be caused by the lack of an integrative account of the multiple scales at play. We suggest that reconciling individual autonomy and dyadic interactive viewpoints requires the taking into account of different time scales (e.g., development, learning) and levels of organization (e.g., genetic, neural, behavioral, social). We argue that this challenge requires the joint development of tools for two-body and second person neuroscience, along with the theoretical concepts and methods of coordination dynamics and systems biology. Such a research program may be particularly fruitful in deciphering complex socio-developmental diseases that are known to involve alterations on multiple levels.
PNAS
Authors: Guillaume Dumas, Gonzalo C. de Guzman, Emmanuelle Tognoli, and J. A. Scott Kelso
Publication Year: 2014
Journal: PNAS
Abstract:
Social neuroscience has called for new experimental paradigms aimed toward real-time interactions. A distinctive feature of interactions is mutual information exchange: One member of a pair changes in response to the other while simultaneously producing actions that alter the other. Combining mathematical and neurophysiological methods, we introduce a paradigm called the human dynamic clamp (HDC), to directly manipulate the interaction or coupling between a human and a surrogate constructed to behave like a human. Inspired by the dynamic clamp used so productively in cellular neuroscience, the HDC allows a person to interact in real time with a virtual partner itself driven by well-established models of coordination dynamics. People coordinate hand movements with the visually observed movements of a virtual hand, the parameters of which depend on input from the subject’s own movements. We demonstrate that HDC can be extended to cover a broad repertoire of human behavior, including rhythmic and discrete movements, adaptation to changes of pacing, and behavioral skill learning as specified by a virtual “teacher.” We propose HDC as a general paradigm, best implemented when empirically verified theoretical or mathematical models have been developed in a particular scientific field. The HDC paradigm is powerful because it provides an opportunity to explore parameter ranges and perturbations that are not easily accessible in ordinary human interactions. The HDC not only enables to test the veracity of theoretical models, it also illuminates features that are not always apparent in real-time human social interactions and the brain correlates thereof.
Frontiers in Psychiatry
Authors: Florence Baillin, Aline Lefebvre, Amandine Pedoux, Yann Beauxis, Denis A. Engemann, Anna Maruani, Frédérique Amsellem, J. A. Scott Kelso, Thomas Bourgeron1, Richard Delorme and Guillaume Dumas
Publication Year: 2019
Journal: Frontiers in Psychiatry
Abstract: The human dynamic clamp (HDC) is a human–machine interface designed on the basis of coordination dynamics for studying realistic social interaction under controlled and reproducible conditions. Here, we propose to probe the validity of the HDC as a psychometric instrument for quantifying social abilities in children with autism spectrum disorder (ASD) and neurotypical development. To study interpersonal synchrony with the HDC, we derived five standardized scores following a gradient from sensorimotor and motor to higher sociocognitive skills in a sample of 155 individuals (113 participants with ASD, 42 typically developing participants; aged 5 to 25 years; IQ > 70). Regression analyses were performed using normative modeling on global scores according to four subconditions (HDC behavior “cooperative/competitive,” human task “in-phase/anti-phase,” diagnosis, and age at inclusion). Children with ASD had lower scores than controls for motor skills. HDC motor coordination scores were the best candidates for stratification and diagnostic biomarkers according to exploratory analyses of hierarchical clustering and multivariate classification. Independently of phenotype, sociocognitive skills increased with developmental age while being affected by the ongoing task and HDC behavior. Weaker performance in ASD for motor skills suggests the convergent validity of the HDC for evaluating social interaction. Results provided additional evidence of a relationship between sensorimotor and sociocognitive skills. HDC may also be used as a marker of maturation of sociocognitive skills during real-time social interaction. Through its standardized and objective evaluation, the HDC not only represents a valid paradigm for the study of interpersonal synchrony but also offers a promising, clinically relevant psychometric instrument for the evaluation and stratification of sociomotor dysfunctions.
Psychological Medicine
Authors: Christophe Gauld, Jean-Arthur Micoulaud-Franchi and Guillaume Dumas
Publication Year: 2020
Journal: Psychological Medicine
Introduction: We agree with Starke et al. (2020): despite the current lack of direct clinical applications, artificial intelligence (AI) will undeniably transform the future of psychiatry. AI has led to algorithms that can perform more and more complex tasks by interpreting and learning from data (Dobrev, 2012). AI applications in psychiatry are receiving more attention, with a 3-fold increase in the number of PubMed/MEDLINE articles on IA in psychiatry over the past 3 years (N = 567 results). The impact of AI on the entire psychiatric profession is likely to be significant (Brown, Story, Mourão-Miranda, & Baker, 2019; Grisanzio et al., 2018; Huys, Maia, & Frank, 2016; Torous, Stern, Padmanabhan, Keshavan, & Perez, 2015). These effects will be felt not only through the advent of advanced applications in brain imaging (Starke et al., 2020) but also through the stratification and refinement of our clinical categories, a more profound challenge which ‘lies in its long-embattled nosology’ (Kendler, 2016).
Behavioral and Brain Sciences
Authors: Guillaume Dumas, Tudi Gozé and Jean-Arthur Micoulaud-Franchi
Publication Year: 2020
Journal: Behavioral and Brain Sciences
Abstract: Thinking through other minds (TTOM) encompasses new dimensions in computational psychiatry: social interaction and mutual sense-making. It questions the nature of psychiatric manifestations (semiology) in light of recent data on social interaction in neuroscience. We propose the concept of “social physiology” in response to the call by the conceivers of TTOM for the renewal of computational psychiatry.
Authors: Guillaume Dumas
Publication Year: 2008
Journal: Rapport de Master 2 Recherche
Authors: Guillaume Dumas
Publication Year: 2010
Journal: PhD Thesis Guillaume dumas
Authors: Guillaume Dumas, Fanny Lachat*, Jacques Martinerie, Jacqueline Nadel, Nathalie George
Publication Year: 2010
Journal: IRBM, Ingénierie et Recherche Biomédicale / BioMedical Engineering and Research
Authors: Fanny Lachat, Laurence Conty, Laurent Hugeville, Guillaume Dumas, Jacques Martinerie, Nathalie George
Publication Year: 2010
Journal: Cognitive Neuroscience Society
Authors: Guillaume Dumas, Jacques Martinerie, Jacqueline Nadel, Robert Soussignan, Mario Chavez, Line Garnero
Publication Year: 2010
Journal: 16th Annual Meeting of the Organization for Human Brain Mapping
Authors: Guillaume Dumas
Publication Year: 2011
Journal: Communicative and Integrative Biology
Authors: Charles Aissani, Benoit Cottereau, Guillaume Dumas, Anne-Lise Paradis, Jean Lorenceau
Publication Year: 2011
Journal: Brain Research
Authors: Guillaume Dumas, Jacques Martinerie, Robert Soussignan, Jacqueline Nadel
Publication Year: 2012
Journal: Front. Hum. Neurosci. 6:128
Authors: Guillaume Dumas, Mario Chavez, Jacqueline Nadel, Jacques Martinerie
Publication Year: 2012
Journal: PLoS ONE 7(5): e36414
Authors: Guillaume Dumas, Emmanuelle Tognoli, Jacqueline Nadel, Jacques Martinerie, J.A. Scott Kelso
Publication Year: 2012
Journal: Society for Neuroscience, New Orleans, LA, USA
Authors: Jean-Arthur Micoulaud-Franchi, Guillaume Fond, Guillaume Dumas
Publication Year: 2013
Journal: Front. Hum. Neurosci.
Authors: Guillaume Dumas, Emmanuelle Tognoli, Gonzalo De Guzman, J.A. Scott Kelso
Publication Year: 2013
Journal: Society for Neuroscience, San Diego, California, USA
Authors: J.A Scott Kelso, Guillaume Dumas, Emmanuelle Tognoli, Gonzalo de Guzman
Publication Year: 2013
Journal: Society for Neuroscience, San Diego, California, USA
Authors: Emmanuelle Tognoli, Guillaume Dumas, J.A. Scott Kelso
Publication Year: 2013
Journal: Society for Neuroscience, San Diego, California, USA
Authors: J.A. Scott Kelso, Guillaume Dumas, Emmanuelle Tognoli
Publication Year: 2013
Journal: Neural Networks
Authors: Emilie Delaherche, Guillaume Dumas, Jacqueline Nadel, Mohamed Chetouani
Publication Year: 2014
Journal: Pattern Recognition Letters
Authors: Guillaume Dumas, David G. Serfass, Nicolas A. Brown, Ryne A. Sherman
Publication Year: 2014
Journal: Analyses of Social Issues and Public Policy
Authors: Jacqueline Nadel, Guillaume Dumas
Publication Year: 2014
Journal: Journal of Cognitive Education and Psychology
Authors: Guillaume Dumas, Robert Soussignan, Laurent Hugueville, Jacques Martinerie, Jacqueline Nade
Publication Year: 2014
Journal: Brain research, 1585, 108-119
Authors: Guillaume Dumas, Emmanuelle Tognoli, J.A. Scott Kelso
Publication Year: 2014
Journal: Society for Neuroscience, Washington, D.C., USA
Authors: Mengsen Zhang, Guillaume Dumas, J.A. Scott Kelso, Emmanuelle Tognoli
Publication Year: 2014
Journal: Society for Neuroscience, Washington, D.C., USA
Authors: Your body, my body, our coupling moves our bodies
Publication Year: 2014
Journal: Front. Hum. Neurosci. 8:1004
Authors: Ian Clark, Guillaume Dumas
Publication Year: 2015
Journal: Front. Psychol. 6:28
Authors: Emmanuelle Tognoli, Guillaume Dumas, J.A. Scott Kelso
Publication Year: 2015
Journal: 5th International Conference on Cognitive Neurodynamics, Sanya, China, June 3-7, 2015
Authors: Viviane Kostrubiec, Guillaume Dumas, Pier-Giorgio Zanone, J. A. Scott Kelso
Publication Year: 2015
Journal: PLoS ONE
Authors: 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
Publication Year: 2015
Journal: European Journal of Human Genetics.
Authors: Ian Clarck, Guillaume Dumas
Publication Year: 2016
Journal: Front. Psychol.
Authors: Mengsen Zhang, Guillaume Dumas, J.A. Scott Kelso, Emmanuelle Tognoli
Publication Year: 2016
Journal: International Journal of Psychophysiology,
Authors: Jean-Arthur Micoulaud-Franchi, Guillaume Dumas, Clélia Quiles, Jean Vion-Dury
Publication Year: 2016
Journal: Annales Médico-psychologiques (revue psychiatrique)
Authors: Mohamed Chetouani, Emilie Delaherche, Guillaume Dumas, David Cohen
Publication Year: 2017
Journal: Social Signal Processing, Cambridge Press
Authors: Eva Loth, Tony Charman, […]Jan K. Buitelaar
Publication Year: 2017
Journal: Molecular Autism 8:24
Authors: Tony Charman, Eva Loth, […]Jan K. Buitelaar
Publication Year: 2017
Journal: Molecular Autism 8:27
Authors: Guillaume Dumas, Martin Fortier, Juan Gonzales
Publication Year: 2017
Journal: Intellectica Vol. 67
Authors: Emmanuelle Tognoli, Guillaume Dumas, J.A. Scott Kelso (2017)
Publication Year: 2017
Journal: Cognitive Neurodynamics,
Authors: Guillaume Dumas, Aline Lefebvre, Mengsen Zhang, Emmanuelle Tognoli, J.A. Scott Kelso (2015)
Publication Year: 2017
Journal: Müller S., Plath P., Radons G., Fuchs A. (eds) Complexity and Synergetics. Springer, Cham
Authors: Eugenio Maria Battaglia, Jie Mei, Guillaume Dumas
Publication Year: 2018
Journal: arXiv
Authors: Pavel Goldstein, Irit Weissman-Fogel, Guillaume Dumas, Simone G. Shamay-Tsoory
Publication Year: 2018
Journal: Proceedings of the National Academy of Sciences
Authors: Yang-Min Kim, Jean-Baptiste Poline, Guillaume Dumas
Publication Year: 2018
Journal: GigaScience
Authors: Alejandro Pérez, Guillaume Dumas, Melek Karadag, Jon Andoni Duñabeitia
Publication Year: 2018
Journal: Cortex
Authors: Aline Lefebvre, Richard Delorme, Catherine Delanoë, Frederique Amsellem, Anita Beggiato, David Germanaud, Thomas Bourgeron, Roberto Toro, Guillaume Dumas
Publication Year: 2018
Journal: Front. Neurosci.
Authors: M Zabihi et al. (EU‐AIMS LEAP group)
Publication Year: 2018
Journal: Biological Psychiatry
Authors: Jean-Arthur Micoulaud-Franchi, Clélia Quiles, Jean-Marie Batail, Christophe Lancon, Marc Masson, Guillaume Dumas, Michel Cermolacce
Publication Year: 2018
Journal: L'Encephale
Authors: Richard A. I. Bethlehem, Jakob Seidlitz, Rafael Romero-Garcia, Stavros Trakoshis, Guillaume Dumas, Michael V. Lombardo
Publication Year: 2018
Journal: Nature Communications Biology
Authors: Guillaume Dumas, Michel Cermolacce, Jean Marie Batail, Clélia Quiles, Jean-Arthur Micoulaud-Franch
Publication Year: 2019
Journal: AMPSY
Authors: 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
Publication Year: 2019
Journal: Autism Research
Authors: Jean-Arthur Micoulaud-Franchi, Clélia Quiles, Jean Marie Bataile, Christophe Daudet, Michel Cermolacce, Guillaume Dumas
Publication Year: 2019
Journal: AMPSY
Authors: Guillaume Dumas, Merle Fairhurst
Publication Year: 2019
Journal: Royal Society Open Science
Authors: 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
Publication Year: 2019
Journal: Neuroscience & Biobehavioral Reviews
Authors: Katrin Preller, Guillaume Dumas
Publication Year: 2019
Journal: Alius Bulletin
Authors: 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
Publication Year: 2019
Journal: Autism Research
Authors: 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
Publication Year: 2019
Journal: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging.
Authors: Guillaume Dumas, Quentin Moreau, Emmanuelle Tognoli, J.A. Scott Kelso
Publication Year: 2019
Journal: Cerebral Cortex
Authors: Guillaume Dumas
Publication Year: 2019
Journal: Le jeu et la règle. Eds: C.Courtet, M.Besson, F.Lavocat, A.Viala
Authors: 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
Publication Year: 2020
Journal: Nature Reviews Disease Primers
Authors: Hector D Orozco Perez, Guillaume Dumas, Alexandre Lehmann
Publication Year: 2020
Journal: eNeuro
Authors: 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
Publication Year: 2020
Journal: Molecular Autism
Authors: Guillaume Dumas, Tudi Gozé, Jean-Arthur Micoulaud-Franchi
Publication Year: 2020
Journal: Behavioral and Brain Sciences
Authors: Elvis Dohmatob, Guillaume Dumas, Danilo Bzdok
Publication Year: 2020
Journal: HBM
Authors: J. Lefort-Besnard, K. Vogeley, L. Schilbard, G. Varoquaux, B. Thirion, G. Dumas, D. Bzdok
Publication Year: 2020
Journal: Translational Psychiatry
Authors: Julian Tillmann, Mirko Uljarevic, Daisy Crawley, Guillaume Dumas, Eva Loth, Declan Murphy, Jan Buitelaar, Tony Charman, the AIMS-2-TRIALS LEAP group
Publication Year: 2020
Journal: Molecular Autism
Authors: Richard A. I. Bethlehem, Jakob Seidlitz, Rafael Romero-Garcia, Stavros Trakoshis, Guillaume Dumas, Michael V. Lombardo
Publication Year: 2018
Journal: Nature Communications Biology
Authors: C. Gauld, G. Dumas, M. Darrason, N. Salles, P. Desvergnes, P. Philip, J.-A
Publication Year: 2020
Journal: Médecine du Sommeil
Authors: Anaël Ayrolles, Florence Brun, Phoebe Chen, Amir Djalovski, Yann Beauxis, Richard Delorme, Thomas Bourgeron, Suzanne Dikker, Guillaume Dumas
Publication Year: 2020
Journal: Social Cognitive and Affective Neuroscience
Authors: 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
Publication Year: 2020
Journal: Nature Communications
Authors: Christophe Gauld, Jean-Arthur Micoulaud-Franchi, Guillaume Dumas
Publication Year: 2020
Journal: Psychological Medicine
Authors: Florence Baillin, Aline Lefebvre, Amandine Pedoux, Yann Beauxis, Denis Engemann, Anna Maruani, Frédérique Amsellem, Thomas Bourgeron, Richard Delorme, Guillaume Dumas
Publication Year: 2020
Journal: Frontiers in Psychiatry
Authors: Amir Djalovski, Guillaume Dumas, Sivan Kinreich, Ruth Feldman
Publication Year: 2020
Journal: NeuroImage
Authors: 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
Publication Year: 2020
Journal: PLoS Biology
Authors: Christophe Gauld, Guillaume Dumas, Éric Fakra, Jérémie Mattout, Jean-ArthurMicoulaud-Franchi
Publication Year: 2020
Journal: AMPSY
Authors: 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
Publication Year: 2020
Journal: Translational Psychiatry
Authors: Guillaume Dumas, Hany Goubran‐Botros, Mariette Matondo, Cécile Pagan, Cyril Boulègue, Thibault Chaze, Julia Chamot‐Rooke, Erik Maronde, Thomas Bourgeron
Publication Year: 2020
Journal: Journal of Pineal Research
Authors: Guillaume Dumas
Publication Year: 2020
Journal: Humanities, Arts and Society Magazine
Authors: 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)
Publication Year: 2021
Journal: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
Authors: Christophe Gauld, Marie Darrason, Guillaume Dumas, Jean-Arthur Micoulaud-Franchi
Publication Year: 2021
Journal: Chest
Authors: 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
Publication Year: 2021
Journal: Molecular Autism
Authors: Guillaume Dumas, Simon Malesys, Thomas Bourgeron
Publication Year: 2021
Journal: Genome Research
Authors: Quentin Moreau, Guillaume Dumas
Publication Year: 2021
Journal: Trends in Cognitive Sciences
Authors: 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
Publication Year: 2021
Journal: Clinical Neurophysiology
Authors: Y.G. Pavlov, N. Adamian, S. Appelhoff, M. Arvaneh, C. Benwell, C. Beste, C., … F. Mushtaq
Publication Year: 2021
Journal: Cortex
Authors: R. Gau, S. Noble, K. Heuer, K.L. Bottenhorn, I.P. Bilgin, Y. Yang, … Brainhack Community
Publication Year: 2021
Journal: Neuron
Authors: 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
Publication Year: 2021
Journal: Neural Computation
Authors: M.J.D. Ramstead, C. Hesp, L. Sandved-Smith, J. Mago, M. Lifshitz, G. Pagnoni, R. Smith, G. Dumas, A. Lutz, K. Friston, A. Constant
Publication Year: 2021
Journal: PsyArXiv
Our story
May 2020
With the COVID19 pandemic, the lab started online…
July 2020
FRQS J1 in Artificial Intelligence and Digital Medicine.
September 2020
Guillaume joined Mila as an affiliated professor.
November 2020
Our office is at the level A of CHUSJ Research Center.
PhD/Postdoc
(Computational Physiology)
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