Riemannian classification of single-trial surface EEG and sources during checkerboard and navigational images in humans

• Cédric Simar ,

  Roles Data curation, Formal analysis, Methodology, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: cedric.simar@ulb.be

  Affiliation Machine Learning Group, Computer Science Department, Faculty of Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium

  https://orcid.org/0000-0002-6412-4163

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• Robin Petit,

  Roles Data curation, Formal analysis, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Machine Learning Group, Computer Science Department, Faculty of Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium, Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles- Vrije Universiteit Brussel, Brussels, Belgium

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• Nichita Bozga,

  Roles Data curation, Formal analysis, Writing – original draft

  Affiliation Machine Learning Group, Computer Science Department, Faculty of Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium

  https://orcid.org/0000-0002-8538-0262

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• Axelle Leroy,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology

  Affiliation Laboratory of Neurophysiology and Movement Biomechanics, Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium

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• Ana-Maria Cebolla,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Laboratory of Neurophysiology and Movement Biomechanics, Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium

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• Mathieu Petieau,

  Roles Data curation, Resources, Software

  Affiliation Laboratory of Neurophysiology and Movement Biomechanics, Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium

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• Gianluca Bontempi,

  Roles Data curation, Formal analysis, Investigation, Methodology, Supervision, Writing – original draft

  Affiliation Machine Learning Group, Computer Science Department, Faculty of Sciences, Université Libre de Bruxelles (ULB), Brussels, Belgium

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• Guy Cheron

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Laboratory of Neurophysiology and Movement Biomechanics, Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium, Laboratory of Electrophysiology, Université de Mons-Hainaut, Mons, Belgium

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