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Automated rejection and repair of bad trials in MEG/EEG

Mainak Jas , Denis Engemann , Federico Raimondo , Yousra Bekhti , Alexandre Gramfort et al.
6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Jun 2016, Trento, Italy
Conference papers hal-01313458v1
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NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines

David Meunier , Annalisa Pascarella , Dmitrii Altukhov , Mainak Jas , Etienne Combrisson et al.
NeuroImage, 2020, 219, pp.117020. ⟨10.1016/j.neuroimage.2020.117020⟩
Journal articles hal-02873600v1
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Autoreject: Automated artifact rejection for MEG and EEG data

Mainak Jas , Denis A Engemann , Yousra Bekhti , Federico A Raimondo , Alexandre Gramfort et al.
Journal articles hal-01562403v1

A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices

Mainak Jas , Eric ​ Larson , Denis Engemann , Jaakko Leppäkangas , Samu Taulu et al.
Frontiers in Neuroscience, 2018, 12, ⟨10.3389/fnins.2018.00530⟩
Journal articles hal-01854552v1
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M/EEG source localization with multi-scale time-frequency dictionaries

Yousra Bekhti , Daniel Strohmeier , Mainak Jas , Roland Badeau , Alexandre Gramfort et al.
6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Jun 2016, Trento, Italy. ⟨10.1109/PRNI.2016.7552337⟩
Conference papers hal-01313567v2
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M/EEG source localization with multi-scale time-frequency dictionaries

Yousra Bekhti , Daniel Strohmeier , Mainak Jas , Roland Badeau , Alexandre Gramfort et al.
6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Jun 2016, Trento, Italy
Conference papers hal-01306605v1
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Advances in automating analysis of neural time series data

Mainak Jas
Neuroscience. Télécom ParisTech, 2018. English. ⟨NNT : 2018ENST0021⟩
Theses tel-03411539v1
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MNE: Software for Acquiring, Processing, and Visualizing MEG/EEG Data

Lorenz Esch , Christoph Dinh , Eric Larson , Denis Engemann , Mainak Jas et al.
Magnetoencephalography, Springer International Publishing, pp.355-371, 2019, ⟨10.1007/978-3-030-00087-5_59⟩
Book sections hal-02369299v1

Visbrain: A Multi-Purpose GPU-Accelerated Open-Source Suite for Multimodal Brain Data Visualization

Etienne Combrisson , Raphael Vallat , Christian O'Reilly , Mainak Jas , Annalisa Pascarella et al.
Frontiers in Neuroinformatics, 2019, 13, pp.Article 14. ⟨10.3389/fninf.2019.00014⟩
Journal articles hal-02307219v1
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Automated Measurement and Prediction of Consciousness in Vegetative and Minimally Conscious Patients

Denis Engemann , Federico Raimondo , Jean-Remi King , Mainak Jas , Alexandre Gramfort et al.
ICML Workshop on Statistics, Machine Learning and Neuroscience (Stamlins 2015), Bertrand Thirion, Lars Kai Hansen, Sanmi Koyejo, Jul 2015, Lille, France
Conference papers hal-01225254v2
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Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals

Tom Dupré La Tour , Thomas Moreau , Mainak Jas , Alexandre Gramfort
Advances in Neural Information Processing Systems (NeurIPS), Dec 2018, Montréal, Canada
Conference papers hal-01966685v1
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Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding

Mainak Jas , Tom Dupré La Tour , Umut Şimşekli , Alexandre Gramfort
Advances in neural information processing systems, Dec 2017, Long Beach, United States
Conference papers hal-01590988v1
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MEG-BIDS: an extension to the Brain Imaging Data Structure for magnetoencephalography

Galan Julia Guiomar Niso , Krzysztof J. Gorgolewski , Elizabeth Bock , Teon Brooks , Guillaume Flandin et al.
2017
Preprints, Working Papers, ... hal-01591080v1