Brain-to-brain hyperclassification reveals action-specific motor mapping of observed actions in humans

• Dmitry Smirnov ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: dmitry.smirnov@aalto.fi

  Affiliations Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland, AMI Centre, Aalto NeuroImaging, School of Science, Aalto University, Espoo, Finland

  http://orcid.org/0000-0002-3165-9276

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• Fanny Lachat,

  Roles Conceptualization, Investigation, Project administration, Writing – original draft, Writing – review & editing

  Affiliation Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland

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• Tomi Peltola,

  Roles Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliations Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland, Helsinki Institute for Information Technology HIIT, Department of Computer Science, Aalto University, Espoo, Finland

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• Juha M. Lahnakoski,

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

  Affiliation Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland

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• Olli-Pekka Koistinen,

  Roles Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliations Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland, Helsinki Institute for Information Technology HIIT, Department of Computer Science, Aalto University, Espoo, Finland

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• Enrico Glerean,

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

  Affiliation Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland

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• Aki Vehtari,

  Roles Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland, Helsinki Institute for Information Technology HIIT, Department of Computer Science, Aalto University, Espoo, Finland

  http://orcid.org/0000-0003-2164-9469

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• Riitta Hari,

  Roles Conceptualization, Funding acquisition, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland, Department of Art, School of Arts, Design and Architecture, Aalto University, Espoo, Finland

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• Mikko Sams,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo, Finland

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• Lauri Nummenmaa

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Turku PET Centre and Department of Psychology, University of Turku, Turku, Finland

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