Publications

(2019). Manifold-regression to predict from MEG/EEG brain signals without source modeling. arXiv preprint [accepted for NeurIPS 2019].

PDF Project Project Slides

(2019). Combined behavioral and electrophysiological evidence for a direct cortical effect of prefrontal tDCS on disorders of consciousness. bioRxiv preprint.

PDF Project DOI

(2019). MNE: Software for Acquiring, Processing,and Visualizing MEG/EEG Data. Frontiers in neuroscience 2013, 7, p 267.

PDF Project DOI

(2019). Emergence of β and γ networks following multisensory training. bioRxiv preprint.

PDF DOI

(2019). Semantic coding in the occipital cortex of early blind individuals. bioRxiv preprint.

PDF DOI

(2018). Robust EEG-based cross-site and cross-protocol classification of states of consciousness. Brain 141 (11), pp 3179–319.

PDF Code Project DOI

(2018). Survival and consciousness recovery are better in the minimally conscious state than in the vegetative state. Brain injury 2018, 32, pp 72-77.

PDF Project DOI

(2018). Encoding and Decoding Neuronal Dynamics: Methodological Framework to Uncover the Algorithms of Cognition. HAL.

PDF Project

(2018). Prediction and inference diverge in biomedicine: Simulations and real-world data. bioRxiv preprint.

PDF Code DOI

(2018). A reproducible MEG/EEG group study with the MNE software: recommendations, quality assessments, and good practices. Frontiers in neuroscience 2018, 12.

PDF Project DOI

(2017). Autoreject: Automated artifact rejection for MEG and EEG data. Neuroimage 2017, 159, pp 417-429.

PDF Code Project DOI

(2017). Brain–heart interactions reveal consciousness in noncommunicating patients. Annals of neurology 82 (4), pp 578-591.

PDF Project DOI

(2017). Assessing and tuning brain decoders: cross-validation, caveats, and guidelines. Neuroimage 2017, 145, pp 166-179.

PDF DOI

(2017). Thoughts of death disrupt foresight: the'ostrich bias'. PsyArXiv preprint.

PDF DOI

(2016). Clustered marginalization of minorities during social transitions induced by co-evolution of behaviour and network structure. Scientific Reports 2016, 6, 30790.

PDF

(2016). Automated rejection and repair of bad trials in MEG/EEG. 2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI).

PDF Code Project Project DOI

(2016). Reply: Replicability and impact of statistics in the detection of neural responses of consciousness. Brain 2016, 139 (6), p e31.

PDF Project DOI

(2015). Automated measurement and prediction of consciousness in vegetative and minimally conscious patients. ICML Workshop on Statistics, Machine Learning and Neuroscience (Stamlins 2015)..

PDF Project Project DOI

(2015). Neural detection of complex sound sequences or of statistical regularities in the absence of consciousness?. Brain 2015, 138 (12), p e395.

PDF Project DOI

(2015). Neuromagnetic Decomposition of Social Interaction. University of Cologne.

PDF

(2015). Mind the noise covariance when localizing brain sources with M/EEG. 2015 International Workshop on Pattern Recognition in NeuroImaging.

PDF Code Project Project Slides DOI

(2015). Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals. Neuroimage 2015, 108, pp 328-342.

PDF Code Project Project Slides DOI

(2014). MNE software for processing MEG and EEG data. Neuroimage 2014, 86, pp 446-460.

PDF Project DOI

(2014). MEG and EEG data analysis with MNE-Python. Frontiers in neuroscience 2013, 7, p 267.

PDF Project DOI

(2013). Children's norm enforcement in their interactions with peers. Child Development 2017, 85 (3), pp 1108-1122.

PDF DOI

(2013). Segregation of the human medial prefrontal cortex in social cognition. Frontiers in human neuroscience 2013, 7, p 232.

PDF DOI

(2012). Games people play—toward an enactive view of cooperation in social neuroscience. Frontiers in human neuroscience 2012, 6, p 148.

PDF DOI