What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics

• Fernando Soler-Toscano ,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: fsoler@us.es

  Affiliation Grupo de Lógica, Lenguaje e Información, Universidad de Sevilla, Seville, Spain

  https://orcid.org/0000-0003-1953-4136

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• Javier A. Galadí,

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

  Affiliations Departamento de Ecuaciones Diferenciales y Análisis Numérico, Universidad de Sevilla, Seville, Spain, Computational Neuroscience Group, Center for Brain and Cognition, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain

  https://orcid.org/0000-0001-9526-4241

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• Anira Escrichs,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Computational Neuroscience Group, Center for Brain and Cognition, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain

  https://orcid.org/0000-0002-6482-9737

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• Yonatan Sanz Perl,

  Roles Data curation, Writing – review & editing

  Affiliations Computational Neuroscience Group, Center for Brain and Cognition, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain, Institut du Cerveau et de la Moelle épinière, ICM Paris, Paris, France, Universidad de San Andrés, Buenos Aires, Argentina

  https://orcid.org/0000-0002-1270-5564

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• Ane López-González,

  Roles Data curation, Writing – review & editing

  Affiliation Computational Neuroscience Group, Center for Brain and Cognition, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain

  https://orcid.org/0000-0001-9109-0424

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• Jacobo D. Sitt,

  Roles Resources, Writing – review & editing

  Affiliations Institut du Cerveau et de la Moelle épinière, ICM Paris, Paris, France, Inserm U 1127, Paris, France, CNRS UMR 7225, Paris, France

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• Jitka Annen,

  Roles Resources, Writing – review & editing

  Affiliations Coma Science Group, GIGA-Consciousness, Liège University, Liège, Belgium, Centre du Cerveau2, University Hospital of Liège, Liège, Belgium

  https://orcid.org/0000-0002-7459-4345

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• Olivia Gosseries,

  Roles Resources, Writing – review & editing

  Affiliations Coma Science Group, GIGA-Consciousness, Liège University, Liège, Belgium, Centre du Cerveau2, University Hospital of Liège, Liège, Belgium

  https://orcid.org/0000-0001-9011-7496

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• Aurore Thibaut,

  Roles Resources, Writing – review & editing

  Affiliations Coma Science Group, GIGA-Consciousness, Liège University, Liège, Belgium, Centre du Cerveau2, University Hospital of Liège, Liège, Belgium

  https://orcid.org/0000-0001-5991-1747

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• Rajanikant Panda,

  Roles Resources, Writing – review & editing

  Affiliations Coma Science Group, GIGA-Consciousness, Liège University, Liège, Belgium, Centre du Cerveau2, University Hospital of Liège, Liège, Belgium

  https://orcid.org/0000-0002-0960-4340

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• Francisco J. Esteban,

  Roles Formal analysis, Validation, Writing – review & editing

  Affiliation Departamento de Biología Experimental, Universidad de Jaén, Jaén, Spain

  https://orcid.org/0000-0002-7135-2973

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• Steven Laureys,

  Roles Resources, Writing – review & editing

  Affiliations Coma Science Group, GIGA-Consciousness, Liège University, Liège, Belgium, Centre du Cerveau2, University Hospital of Liège, Liège, Belgium

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• Morten L. Kringelbach,

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

  Affiliations Centre for Eudaimonia and Human Flourishing, Linacre College, University of Oxford, Oxford, United Kingdom, Department of Psychiatry, University of Oxford, Oxford, United Kingdom, Center for Music in the Brain, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark

  https://orcid.org/0000-0002-3908-6898

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• José A. Langa,

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

  Affiliation Departamento de Ecuaciones Diferenciales y Análisis Numérico, Universidad de Sevilla, Seville, Spain

  https://orcid.org/0000-0002-8765-0764

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• Gustavo Deco

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

  Affiliations Computational Neuroscience Group, Center for Brain and Cognition, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain, Institució Catalana de la Recerca i Estudis Avançats (ICREA), Universitat Pompeu Fabra, Barcelona, Spain

  https://orcid.org/0000-0002-8995-7583

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