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

ComputationalExperimentalJournal Paper
Elvis Dohmatob, Guillaume Dumas, Danilo Bzdok
BioRxiv (2017) doi: 10.1101/148890
Publication year: 2017

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

The Human Dynamic Clamp: A Probe for Coordination Across Neural, Behavioral, and Social Scales

Book/ChapterComputationalExperimental
Guillaume Dumas, Aline Lefebvre, Mengsen Zhang, Emmanuelle Tognoli, J.A. Scott Kelso (2015)
In: Müller S., Plath P., Radons G., Fuchs A. (eds) Complexity and Synergetics. Springer, Cham
Publication year: 2017

A roadmap to computational social neuroscience

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

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 Roadmap to Computational Social Neuroscience

ComputationalOpinion/PerspectivesPoster/Conference
Emmanuelle Tognoli, Guillaume Dumas, J.A. Scott Kelso (2015)
5th International Conference on Cognitive Neurodynamics, Sanya, China, June 3-7, 2015
Publication year: 2015

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

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

Probing self~other coordination dynamics with the human dynamic clamp

ComputationalExperimentalPoster/Conference
Guillaume Dumas, Emmanuelle Tognoli, J.A. Scott Kelso (2014)
Society for Neuroscience, Washington, D.C., USA
Publication year: 2014

“Are you messing with me?” Probing the neural dynamics of intention attribution to a virtual partner using the human dynamic clamp

ComputationalExperimentalPoster/Conference
Guillaume Dumas, Emmanuelle Tognoli, Gonzalo De Guzman, J.A. Scott Kelso (2013)
Society for Neuroscience, San Diego, California, USA
Publication year: 2013

Bridging neural, behavioral and social coordination dynamics using the human dynamic clamp

ComputationalExperimentalPoster/Conference
J.A Scott Kelso, Guillaume Dumas, Emmanuelle Tognoli, Gonzalo de Guzman (2013)
Society for Neuroscience, San Diego, California, USA
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

Neural dynamics of synchronous imitative interaction

Book/ChapterComputationalExperimentalReview
Guillaume Dumas
PhD Thesis Guillaume dumas
Publication year: 2010

Entangled brains: toward an enactive approach of social cognition through hyperscanning (2010)

ComputationalPoster/Conference
Guillaume Dumas, Jacques Martinerie, Jacqueline Nadel, Robert Soussignan, Mario Chavez, Line Garnero
16th Annual Meeting of the Organization for Human Brain Mapping
Publication year: 2010