Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation

Mediano, Pedro, Seth, Anil, Barrett, Adam·2018·Entropy
DOI 10.3390/e21010017

Cited by (146)

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    Andrea I. Luppi, Filip Milisav, Laura E. Suárez, Golia Shafiei, Jakub Vohryzek, Yonatan Sanz Perl, Hana Ali, Fernando E. Rosas, Pedro A. M. Mediano, Bratislav Mišić et al. · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
  3. Information Theory Assisted Massive Media System for Ideological and Political Online Guiding Affinity Estimation
    Jingcai Xu · 2020 · International Conference on Computing Methodologies and Communication (ICCMC)
  4. Effects of parity, frustration, and stochastic fluctuations on integrated information of consciousness for networks with two small-sized loops
    Tadaaki Hosaka · 2021 · Research Square
  5. Ambiguous Body Ownership Experience Caused by Feeling–judgement Conflict: Evidence from Subjective Measurement in Rubber Hand Illusion using Integrated Information Theory
    Takayuki Niizato, Yuta Nishiyama, Kotaro Sakamoto, Takumi Kazama, Tatsuya Okabayashi, Taiki Yamaguchi · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
  6. What lies underneath: Precise classification of brain states using time-dependent topological structure of dynamics
    Fernando Soler Toscano, Javier A. Galadí, Anira Escrichs, Yonatan Sanz Perl, Ane López‐González, Jacobo Diego Sitt, Jitka Annen, Olivia Gosseries, Aurore Thibaut, Rajanikant Panda et al. · 2021 · Research Square
  7. Integrated information theory and its application for analysis of brain neuron activity
    Ivan A. Nazhestkin, Оlga E. Svarnik · 2023 · Izvestiya VUZ Applied Nonlinear Dynamics
  8. eLife Assessment: A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition
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  9. Statistical diversity distinguishes global states of consciousness
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  10. Stress Without a Stressor: Integrated Information Theory Explains the Information Dynamics of Stress
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  11. Reviewer #2 (Public Review): A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition
    Andrea I. Luppi, Pedro A.M. Mediano, Fernando E. Rosas et al. · 2024 · eLife
  12. Author response: A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition
    Andrea I. Luppi, Pedro A. M. Mediano, Fernando E. Rosas, Judith E Allanson, John Douglas Pickard, Robin Lester Carhart-Harris, Guy B. Williams, Michael M Craig, Paola Finoia, Adrian Mark Owen et al. · 2024 · eLife
  13. eLife assessment: A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition
    Alex Fornito · 2024 · eLife
  14. Reviewer #3 (Public Review): A Synergistic Workspace for Human Consciousness Revealed by Integrated Information Decomposition
    Andrea I. Luppi, Pedro A.M. Mediano, Fernando E. Rosas et al. · 2024 · eLife
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  18. Stepping Back
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  19. The Mind-Body Problem
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  20. Personal Acknowledgements
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  21. Ethics and Religion
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  22. Involving the Public
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  23. List of Illustrations
    Jonathan Birch · 2024 · Oxford University Press eBooks
  24. Publisher Acknowledgements
    Jonathan Birch · 2024 · Oxford University Press eBooks
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  26. Converging on Precautions
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  27. People with Disorders of Consciousness
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  28. The Run-Ahead Principle
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  29. Funding Acknowledgement
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  31. The Clearest Candidates
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  33. The Science of Consciousness and Emotion
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  34. Pushing the Boundaries
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  35. Assessment of Physical Processes for Describing Mechanism of Occurrence and Measurement of Consciousness
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  36. An Information-Theoretic Perspective on Acting Agents
    Carlotta Langer, Nihat Ay · 2024 · IOP Conference Series Materials Science and Engineering
  37. On the measurability of consciousness
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  38. Latent Agency: A Proto-Cognitive Property
    Fernando Rodriguez, Phil Husbands · 2025 · Communications in computer and information science
  39. Information dynamics and the emergence of high-order individuality in ecosystems
    Hardik Rajpal, Clem von Stengel, Pedro A. M. Mediano, Fernando E. Rosas, Eduardo Viegas, Pablo A. Marquet, Henrik Jeldtoft Jensen · 2025 · Communications Biology
  40. Simple physical systems as a reference for multivariate information dynamics
    Alberto Liardi, Madalina I Sas, George Blackburne, William J. Knottenbelt, Pedro A. M. Mediano, Henrik Jeldtoft Jensen · 2025 · Chaos An Interdisciplinary Journal of Nonlinear Science
  41. Noise-induced maximization of integrated information in FitzHugh-Nagumo networks
    Zonglun Li, Alexey A. Zaikin · 2025 · Physical Review Research
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    Miłosz Danilczuk, Marek Pokropski, Piotr Suffczyński · 2026 · PLoS Computational Biology
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    Alexandre Veyrié · 2023 · theses.fr (ABES)
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    Konstantin Ya. Borovik, Alexander Alfimtsev · 2026 · Computational nanotechnology
  45. Dissecting the integrated information of cardiovascular and cardiorespiratory systems at rest and during physiological stress
    Irene Franzone, Roberta Saputo, Yuri Antonacci, Michal Javorka, Riccardo Pernice, Luca Faes · 2026 · Physiological Measurement
  46. A Phenomenological Glider? Enactivism and IIT in the Game of Life
    Fernando Rodriguez, Phil Husbands · 2026 · Communications in computer and information science