Consciousness and complexity: a consilience of evidence

被引:85
作者
Sarasso, Simone [1 ]
Casali, Adenauer Girardi [2 ]
Casarotto, Silvia [1 ,3 ]
Rosanova, Mario [1 ]
Sinigaglia, Corrado [4 ]
Massimini, Marcello [1 ,3 ]
机构
[1] Univ Milan, Dept Biomed & Clin Sci L Sacco, I-20157 Milan, Italy
[2] Univ Fed Sao Paulo, Inst Ciencia & Tecnol, BR-12247014 Sao Jose Dos Campos, Brazil
[3] IRCCS Fdn Don Carlo Gnocchi ONLUS, I-20148 Milan, Italy
[4] Univ Milan, Dept Philosophy, I-20122 Milan, Italy
基金
巴西圣保罗研究基金会;
关键词
sleep; coma; anesthesia; information; integration; PROPOFOL-INDUCED LOSS; CORTICAL EFFECTIVE CONNECTIVITY; BRAIN FUNCTIONAL NETWORKS; EVENT-RELATED POTENTIALS; BISPECTRAL INDEX; APPROXIMATE ENTROPY; PERMUTATION ENTROPY; SPECTRAL ENTROPY; NITROUS-OXIDE; DIRECTIONAL CONNECTIVITY;
D O I
10.1093/nc/niab023
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
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.
引用
收藏
页码:1 / 24
页数:24
相关论文
共 332 条
[1]  
Aaronson S, 2021, Giulio Tononi and Me: A Phi-nal Exchange
[2]   Consciousness and the Dimensionality of DOC Patients via the Generalized Ising Model [J].
Abeyasinghe, Pubuditha M. ;
Aiello, Marco ;
Nichols, Emily S. ;
Cavaliere, Carlo ;
Fiorenza, Salvatore ;
Masotta, Orsola ;
Borrelli, Pasquale ;
Owen, Adrian M. ;
Estraneo, Anna ;
Soddu, Andrea .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (05)
[3]   Hubs of brain functional networks are radically reorganized in comatose patients [J].
Achard, Sophie ;
Delon-Martin, Chantal ;
Vertes, Petra E. ;
Renard, Felix ;
Schenck, Maleka ;
Schneider, Francis ;
Heinrich, Christian ;
Kremer, Stephane ;
Bullmore, Edward T. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (50) :20608-20613
[4]   Frontal-temporal functional connectivity of EEG signal by standardized permutation mutual information during anesthesia [J].
Afshani, Fahimeh ;
Shalbaf, Ahmad ;
Shalbaf, Reza ;
Sleigh, Jamie .
COGNITIVE NEURODYNAMICS, 2019, 13 (06) :531-540
[5]   Non-linear dynamic complexity of the human EEG during meditation [J].
Aftanas, LI ;
Golocheikine, SA .
NEUROSCIENCE LETTERS, 2002, 330 (02) :143-146
[6]   Comparison of Bispectral Index and Entropy values with electroencephalogram during surgical anaesthesia with sevoflurane [J].
Aho, A. J. ;
Kamata, K. ;
Jantti, V. ;
Kulkas, A. ;
Hagihira, S. ;
Huhtala, H. ;
Yli-Hankala, A. .
BRITISH JOURNAL OF ANAESTHESIA, 2015, 115 (02) :258-266
[7]   Consciousness and Anesthesia [J].
Alkire, Michael T. ;
Hudetz, Anthony G. ;
Tononi, Giulio .
SCIENCE, 2008, 322 (5903) :876-880
[8]   Self-organized dynamical complexity in human wakefulness and sleep: Different critical brain-activity feedback for conscious and unconscious states [J].
Allegrini, Paolo ;
Paradisi, Paolo ;
Menicucci, Danilo ;
Laurino, Marco ;
Piarulli, Andrea ;
Gemignani, Angelo .
PHYSICAL REVIEW E, 2015, 92 (03)
[9]   Dynamical criticality during induction of anesthesia in human ECoG recordings [J].
Alonso, Leandro M. ;
Proekt, Alex ;
Schwartz, Theodore H. ;
Pryor, Kane O. ;
Cecchi, Guillermo A. ;
Magnasco, Marcelo O. .
FRONTIERS IN NEURAL CIRCUITS, 2014, 8
[10]   Mapping the functional connectome traits of levels of consciousness [J].
Amico, Enrico ;
Marinazzo, Daniele ;
Di Perri, Carol ;
Heine, Lizette ;
Annen, Jitka ;
Martial, Charlotte ;
Dzemidzic, Mario ;
Kirsch, Murielle ;
Bonhomme, Vincent ;
Laureys, Steven ;
Goni, Joaquin .
NEUROIMAGE, 2017, 148 :201-211