Null models for comparing information decomposition across complex systems

• Alberto Liardi ,

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

  * E-mail: a.liardi@imperial.ac.uk

  Affiliations Department of Computing, Imperial College London, London, United Kingdom, Cavendish Laboratory, Department of Physics, University of Cambridge, Cambridge, United Kingdom, Center for Complexity Science, Department of Mathematics, Imperial College London, London, United Kingdom

  https://orcid.org/0000-0003-2247-8710

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• Fernando E. Rosas,

  Roles Supervision, Writing – review & editing

  Affiliations Center for Complexity Science, Department of Mathematics, Imperial College London, London, United Kingdom, Sussex Centre for Consciousness Science and Sussex AI, University of Sussex, Brighton, United Kingdom, Centre for Psychedelic Research, Department of Brain Sciences, Imperial College London, London, United Kingdom, Centre for Eudaimonia and Human Flourishing, University of Oxford, Oxford, United Kingdom

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• Robin L. Carhart-Harris,

  Roles Resources

  Affiliation Department of Neurology, University of California San Francisco, San Francisco, California, United States of America

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• George Blackburne,

  Roles Writing – review & editing

  Affiliations Department of Computing, Imperial College London, London, United Kingdom, Department of Experimental Psychology, University College London, London, United Kingdom

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• Daniel Bor,

  Roles Supervision, Writing – review & editing

  Affiliations Department of Psychology, University of Cambridge, Cambridge, United Kingdom, Department of Psychology, Queen Mary University of London, London, United Kingdom

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• Pedro A. M. Mediano

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

  Affiliations Department of Computing, Imperial College London, London, United Kingdom, Division of Psychology and Language Sciences, University College London, London, United Kingdom

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