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      Consciousness and complexity: a consilience of evidence

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          Abstract

          Over the last years, a surge of empirical studies converged on complexity-related measures as reliable markers of consciousness across many different conditions, such as sleep, anesthesia, hallucinatory states, coma, and related disorders. Most of these measures were independently proposed by researchers endorsing disparate frameworks and employing different methods and techniques. Since this body of evidence has not been systematically reviewed and coherently organized so far, this positive trend has remained somewhat below the radar. The aim of this paper is to make this consilience of evidence in the science of consciousness explicit. We start with a systematic assessment of the growing literature on complexity-related measures and identify their common denominator, tracing it back to core theoretical principles and predictions put forward more than 20 years ago. In doing this, we highlight a consistent trajectory spanning two decades of consciousness research and provide a provisional taxonomy of the present literature. Finally, we consider all of the above as a positive ground to approach new questions and devise future experiments that may help consolidate and further develop a promising field where empirical research on consciousness appears to have, so far, naturally converged.

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          Functional and effective connectivity: a review.

          Over the past 20 years, neuroimaging has become a predominant technique in systems neuroscience. One might envisage that over the next 20 years the neuroimaging of distributed processing and connectivity will play a major role in disclosing the brain's functional architecture and operational principles. The inception of this journal has been foreshadowed by an ever-increasing number of publications on functional connectivity, causal modeling, connectomics, and multivariate analyses of distributed patterns of brain responses. I accepted the invitation to write this review with great pleasure and hope to celebrate and critique the achievements to date, while addressing the challenges ahead.
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            Breakdown of cortical effective connectivity during sleep.

            When we fall asleep, consciousness fades yet the brain remains active. Why is this so? To investigate whether changes in cortical information transmission play a role, we used transcranial magnetic stimulation together with high-density electroencephalography and asked how the activation of one cortical area (the premotor area) is transmitted to the rest of the brain. During quiet wakefulness, an initial response (approximately 15 milliseconds) at the stimulation site was followed by a sequence of waves that moved to connected cortical areas several centimeters away. During non-rapid eye movement sleep, the initial response was stronger but was rapidly extinguished and did not propagate beyond the stimulation site. Thus, the fading of consciousness during certain stages of sleep may be related to a breakdown in cortical effective connectivity.
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              Causality

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                Author and article information

                Contributors
                Journal
                Neurosci Conscious
                Neurosci Conscious
                nconsc
                Neuroscience of Consciousness
                Oxford University Press (UK )
                2057-2107
                2021
                30 August 2021
                30 August 2021
                : 2021
                : 2 , Special Issue: Consciousness science and its theories
                : niab023
                Affiliations
                departmentDepartment of Biomedical and Clinical Sciences ‘L. Sacco’, University of Milan , Milan 20157, Italy
                departmentInstituto de Ciência e Tecnologia, Universidade Federal de São Paulo , Sao Jose dos Campos, 12247-014, Brazil
                departmentDepartment of Biomedical and Clinical Sciences ‘L. Sacco’, University of Milan , Milan 20157, Italy
                IRCCS Fondazione Don Carlo Gnocchi ONLUS , Milan 20148, Italy
                departmentDepartment of Biomedical and Clinical Sciences ‘L. Sacco’, University of Milan , Milan 20157, Italy
                departmentDepartment of Philosophy, University of Milan , Milan 20122, Italy
                departmentDepartment of Biomedical and Clinical Sciences ‘L. Sacco’, University of Milan , Milan 20157, Italy
                IRCCS Fondazione Don Carlo Gnocchi ONLUS , Milan 20148, Italy
                Author notes
                *Correspondence address. Department of Biomedical and Clinical Sciences ‘L. Sacco’, University of Milan, Via G.B. Grassi, 74, 20157, Milano, Italy. Tel: +39.02.503.19885; E-mail: marcello.massimini@ 123456unimi.it
                [ † ]

                Simone Sarasso, http://orcid.org/0000-0001-9984-4710

                Author information
                https://orcid.org/0000-0001-9984-4710
                Article
                niab023
                10.1093/nc/niab023
                10941977
                38496724
                8d287096-ed87-4016-a086-e1904f2f884a
                © The Author(s) 2021. Published by Oxford University Press.

                This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 19 February 2021
                : 19 June 2021
                : 29 July 2021
                : 23 July 2021
                : 30 August 2021
                Page count
                Pages: 24
                Funding
                Funded by: H2020 Future and Emerging Technologies, DOI 10.13039/100010664;
                Award ID: Specific Grant Agreement No. 945539 (Human Brain P
                Funded by: Tiny Blue Dot Foundation;
                Funded by: Regione Lombardia - Fondazione Regionale per la Ricerca Biomedica;
                Award ID: ERAPERMED2019-101, GA779282
                Categories
                Review Article
                AcademicSubjects/SCI01870
                AcademicSubjects/SCI01880
                AcademicSubjects/SCI01950
                AcademicSubjects/SCI02120
                AcademicSubjects/SCI02139

                sleep,coma,anesthesia,information,integration
                sleep, coma, anesthesia, information, integration

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