Publications

(2019). Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states. bioRxiv.

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(2019). Combining electrophysiology with MRI enhances learning of surrogate-biomarkers. bioRxiv.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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