Stimulus Set Meaningfulness and Neurophysiological Differentiation: A Functional Magnetic Resonance Imaging Study

被引:45
作者
Boly, Melanie [1 ,2 ]
Sasai, Shuntaro [2 ]
Gosseries, Olivia [2 ,3 ,4 ,5 ]
Oizumi, Masafumi [2 ,6 ]
Casali, Adenauer [7 ]
Massimini, Marcello [7 ,8 ]
Tononi, Giulio [2 ]
机构
[1] Univ Wisconsin, Dept Neurol, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Psychiat, Madison, WI 53706 USA
[3] Univ Liege, Coma Sci Grp, Cyclotron Res Ctr, Liege, Belgium
[4] Univ Liege, Dept Neurol, Liege, Belgium
[5] CHU Sart Tilman Hosp, Liege, Belgium
[6] RIKEN, Brain Sci Inst, Tokyo, Japan
[7] Univ Milan, Dept Biomed & Clin Sci Luigi Sacco, Milan, Italy
[8] Fdn Don Carlo Gnocchi, Inst Ricovero & Cura Carattere Sci, Milan, Italy
来源
PLOS ONE | 2015年 / 10卷 / 05期
关键词
INTEGRATED INFORMATION; BRAIN; COMPLEXITY; CORTEX; CONSCIOUSNESS; NETWORK; FMRI;
D O I
10.1371/journal.pone.0125337
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A meaningful set of stimuli, such as a sequence of frames from a movie, triggers a set of different experiences. By contrast, a meaningless set of stimuli, such as a sequence of 'TV noise' frames, triggers always the same experience-of seeing 'TV noise'-even though the stimuli themselves are as different from each other as the movie frames. We reasoned that the differentiation of cortical responses underlying the subject's experiences, as measured by Lempel-Ziv complexity (incompressibility) of functional MRI images, should reflect the overall meaningfulness of a set of stimuli for the subject, rather than differences among the stimuli. We tested this hypothesis by quantifying the differentiation of brain activity patterns in response to a movie sequence, to the same movie scrambled in time, and to 'TV noise', where the pixels from each movie frame were scrambled in space. While overall cortical activation was strong and widespread in all conditions, the differentiation (Lempel-Ziv complexity) of brain activation patterns was correlated with the meaningfulness of the stimulus set, being highest in the movie condition, intermediate in the scrambled movie condition, and minimal for 'TV noise'. Stimulus set meaningfulness was also associated with higher information integration among cortical regions. These results suggest that the differentiation of neural responses can be used to assess the meaningfulness of a given set of stimuli for a given subject, without the need to identify the features and categories that are relevant to the subject, nor the precise location of selective neural responses.
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页数:24
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共 24 条
  • [1] Integrated information in discrete dynamical systems: Motivation and theoretical framework
    Balduzzi, David
    Tononi, Giulio
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2008, 4 (06)
  • [2] Practical Measures of Integrated Information for Time-Series Data
    Barrett, Adam B.
    Seth, Anil K.
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2011, 7 (01)
  • [3] The brain's default network - Anatomy, function, and relevance to disease
    Buckner, Randy L.
    Andrews-Hanna, Jessica R.
    Schacter, Daniel L.
    [J]. YEAR IN COGNITIVE NEUROSCIENCE 2008, 2008, 1124 : 1 - 38
  • [4] A Theoretically Based Index of Consciousness Independent of Sensory Processing and Behavior
    Casali, Adenauer G.
    Gosseries, Olivia
    Rosanova, Mario
    Boly, Melanie
    Sarasso, Simone
    Casali, Karina R.
    Casarotto, Silvia
    Bruno, Marie-Aurelie
    Laureys, Steven
    Tononi, Giulio
    Massimini, Marcello
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2013, 5 (198)
  • [5] Cover T.M., 2006, ELEMENTS INFORM THEO, V2nd ed
  • [6] Identifying Neural Drivers with Functional MRI: An Electrophysiological Validation
    David, Olivier
    Guillemain, Isabelle
    Saillet, Sandrine
    Reyt, Sebastien
    Deransart, Colin
    Segebarth, Christoph
    Depaulis, Antoine
    [J]. PLOS BIOLOGY, 2008, 6 (12) : 2683 - 2697
  • [7] Prediction of Individual Brain Maturity Using fMRI
    Dosenbach, Nico U. F.
    Nardos, Binyam
    Cohen, Alexander L.
    Fair, Damien A.
    Power, Jonathan D.
    Church, Jessica A.
    Nelson, Steven M.
    Wig, Gagan S.
    Vogel, Alecia C.
    Lessov-Schlaggar, Christina N.
    Barnes, Kelly Anne
    Dubis, Joseph W.
    Feczko, Eric
    Coalson, Rebecca S.
    Pruett, John R., Jr.
    Barch, Deanna M.
    Petersen, Steven E.
    Schlaggar, Bradley L.
    [J]. SCIENCE, 2010, 329 (5997) : 1358 - 1361
  • [8] Characterising the complexity of neuronal interactions
    Friston, KJ
    Tononi, G
    Sporns, O
    Edelman, GM
    [J]. HUMAN BRAIN MAPPING, 1995, 3 (04) : 302 - 314
  • [9] Spatially Pooled Contrast Responses Predict Neural and Perceptual Similarity of Naturalistic Image Categories
    Groen, Iris I. A.
    Ghebreab, Sennay
    Lamme, Victor A. F.
    Scholte, H. Steven
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (10)
  • [10] A hierarchy of temporal receptive windows in human cortex
    Hasson, Uri
    Yang, Eunice
    Vallines, Ignacio
    Heeger, David J.
    Rubin, Nava
    [J]. JOURNAL OF NEUROSCIENCE, 2008, 28 (10) : 2539 - 2550