No-Report Paradigms: Extracting the True Neural Correlates of Consciousness

Trends in Cognitive Sciences - Tập 19 - Trang 757-770 - 2015
Naotsugu Tsuchiya1,2, Melanie Wilke3,4,5, Stefan Frässle6, Victor A.F. Lamme7
1School of Psychological Sciences, Faculty of Biomedical and Psychological Sciences, Monash University, Melbourne, VIC 3800, Australia
2Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC 3800, Australia
3Department of Cognitive Neurology, University Medicine Goettingen, Robert-Koch-Strasse 40, 37075 Goettingen, Germany
4German Primate Center, Leibniz Institute for Primate Research, Kellnerweg 4, 37077 Goettingen, Germany
5German Research Foundation (DFG) Center for Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), Georg-August-Universitaet Goettingen, 37073 Goettingen, Germany
6Laboratory for Multimodal Neuroimaging (LMN), Department of Psychiatry, University of Marburg, 35039 Marburg, Germany
7Brain and Cognition, Department of Psychology, University of Amsterdam, Amsterdam Brain and Cognition (ABC), The Netherlands

Tài liệu tham khảo

Chalmers, 1995, Facing up to the problem of consciousness, J. Conscious. Stud., 2, 200 Lamme, 2000, The distinct modes of vision offered by feedforward and recurrent processing, Trends Neurosci., 23, 571, 10.1016/S0166-2236(00)01657-X Dehaene, 2011, Experimental and theoretical approaches to conscious processing, Neuron, 70, 200, 10.1016/j.neuron.2011.03.018 Tononi, 2015, Consciousness: here, there and everywhere?, Philos. Trans. R. Soc. Lond. B: Biol. Sci., 370 Lemon, 2010, Life without a cerebellum, Brain, 133, 652, 10.1093/brain/awq030 Block, 2007, Consciousness, accessibility, and the mesh between psychology and neuroscience, Behav. Brain Sci., 30, 481, 10.1017/S0140525X07002786 Lamme, 2015, The crack of dawn—perceptual functions and neural mechanisms that mark the transition from unconscious processing to conscious vision, 1 Baars, 2013, Global workspace dynamics: cortical ‘binding and propagation’ enables conscious contents, Front. Psychol., 4, 200, 10.3389/fpsyg.2013.00200 Mnih, 2015, Human-level control through deep reinforcement learning, Nature, 518, 529, 10.1038/nature14236 Koch, 2004 Boly, 2013, Consciousness in humans and non-human animals: recent outstanding advances, and possible future directions, Front. Psychol., 4, 1, 10.3389/fpsyg.2013.00625 Crick, 1998, Consciousness and neuroscience, Cereb. Cortex, 8, 97, 10.1093/cercor/8.2.97 Breitmeyer, 2007, Visual masking, Scholarpedia, 2, 3330, 10.4249/scholarpedia.3330 Super, 2001, Two distinct modes of sensory processing observed in monkey primary visual cortex (V1), Nat. Neurosci., 4, 304, 10.1038/85170 Ress, 2000, Activity in primary visual cortex predicts performance in a visual detection task, Nat. Neurosci., 3, 940, 10.1038/78856 Blake, 2002, Visual competition, Nat. Rev. Neurosci., 3, 13, 10.1038/nrn701 Tong, 2006, Neural bases of binocular rivalry, Trends Cogn. Sci., 10, 502, 10.1016/j.tics.2006.09.003 Aru, 2012, Distilling the neural correlates of consciousness, Neurosci. Biobehav. Rev., 36, 737, 10.1016/j.neubiorev.2011.12.003 de Graaf, 2012, The ‘correlates’ in neural correlates of consciousness, Neurosci. Biobehav. Rev., 36, 191, 10.1016/j.neubiorev.2011.05.012 Blake, 2014, Can binocular rivalry reveal neural correlates of consciousness?, Philos. Trans. R. Soc. Lond. B: Biol. Sci., 369, 20130211, 10.1098/rstb.2013.0211 Lamme, 2003, Why visual attention and awareness are different, Trends Cogn. Sci., 7, 12, 10.1016/S1364-6613(02)00013-X Koch, 2007, Attention and consciousness: two distinct brain processes, Trends Cogn. Sci., 11, 16, 10.1016/j.tics.2006.10.012 Tsuchiya, 2014, On the relationship between consciousness and attention, 839 Lamme, 2010, How neuroscience will change our view on consciousness, Cogn. Neurosci., 1 Soto, 2014, Reappraising the relationship between working memory and conscious awareness, Trends Cogn. Sci., 18, 520, 10.1016/j.tics.2014.06.005 Melloni, 2011, Expectations change the signatures and timing of electrophysiological correlates of perceptual awareness, J. Neurosci., 31, 1386, 10.1523/JNEUROSCI.4570-10.2011 Kok, 2012, Attention reverses the effect of prediction in silencing sensory signals, Cereb. Cortex, 22, 2197, 10.1093/cercor/bhr310 van Boxtel, 2015, De-confounding the neural constitution of phenomenal consciousness from attention, report and memory, 81 Marcel, 1993, Slippage in the unity of consciousness, Ciba Found. Symp., 174, 168 Imamoglu, 2012, Changes in functional connectivity support conscious object recognition, Neuroimage, 63, 1909, 10.1016/j.neuroimage.2012.07.056 Haynes, 2009, Decoding visual consciousness from human brain signals, Trends Cogn. Sci., 13, 194, 10.1016/j.tics.2009.02.004 Garcia, 2013, Near-real-time feature-selective modulations in human cortex, Curr. Biol., 23, 515, 10.1016/j.cub.2013.02.013 Horikawa, 2013, Neural decoding of visual imagery during sleep, Science, 340, 639, 10.1126/science.1234330 Nishimoto, 2011, Reconstructing visual experiences from brain activity evoked by natural movies, Curr. Biol., 21, 1641, 10.1016/j.cub.2011.08.031 Monti, 2010, Willful modulation of brain activity in disorders of consciousness, N. Engl. J. Med., 362, 579, 10.1056/NEJMoa0905370 Frässle, 2014, Binocular rivalry: frontal activity relates to introspection and action but not to perception, J. Neurosci., 34, 1738, 10.1523/JNEUROSCI.4403-13.2014 Wilke, 2009, Neural activity in the visual thalamus reflects perceptual suppression, Proc. Natl. Acad. Sci. U.S.A., 106, 9465, 10.1073/pnas.0900714106 Pitts, 2012, Visual processing of contour patterns under conditions of inattentional blindness, J. Cogn. Neurosci., 24, 287, 10.1162/jocn_a_00111 Pitts, 2014, Gamma band activity and the P3 reflect post-perceptual processes, not visual awareness, Neuroimage, 101, 337, 10.1016/j.neuroimage.2014.07.024 2012 Haynes, 2005, Eye-specific effects of binocular rivalry in the human lateral geniculate nucleus, Nature, 438, 496, 10.1038/nature04169 Wunderlich, 2005, Neural correlates of binocular rivalry in the human lateral geniculate nucleus, Nat. Neurosci., 8, 1595, 10.1038/nn1554 Polonsky, 2000, Neuronal activity in human primary visual cortex correlates with perception during binocular rivalry, Nat. Neurosci., 3, 1153, 10.1038/80676 Tong, 1998, Binocular rivalry and visual awareness in human extrastriate cortex, Neuron, 21, 753, 10.1016/S0896-6273(00)80592-9 Lumer, 1998, Neural correlates of perceptual rivalry in the human brain, Science, 280, 1930, 10.1126/science.280.5371.1930 Lumer, 1999, Covariation of activity in visual and prefrontal cortex associated with subjective visual perception, Proc. Natl. Acad. Sci. U.S.A., 96, 1669, 10.1073/pnas.96.4.1669 Sterzer, 2009, The neural bases of multistable perception, Trends Cogn. Sci., 13, 310, 10.1016/j.tics.2009.04.006 Knapen, 2011, The role of frontal and parietal brain areas in bistable perception, J. Neurosci., 31, 10293, 10.1523/JNEUROSCI.1727-11.2011 Naber, 2011, Perceptual rivalry: reflexes reveal the gradual nature of visual awareness, PLoS ONE, 6, e20910, 10.1371/journal.pone.0020910 Gusnard, 2001, Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function, Proc. Natl. Acad. Sci. U.S.A., 98, 4259, 10.1073/pnas.071043098 Goldberg, 2006, When the brain loses its self: prefrontal inactivation during sensorimotor processing, Neuron, 50, 329, 10.1016/j.neuron.2006.03.015 Rees, 2001, Neuroimaging of visual awareness in patients and normal subjects, Curr. Opin. Neurobiol., 11, 150, 10.1016/S0959-4388(00)00190-2 Bor, 2012, Consciousness and the prefrontal parietal network: insights from attention, working memory, and chunking, Front. Psychol., 3, 63, 10.3389/fpsyg.2012.00063 Naghavi, 2005, Common fronto-parietal activity in attention, memory, and consciousness: shared demands on integration?, Conscious. Cogn., 14, 390, 10.1016/j.concog.2004.10.003 de Graaf, 2011, On the functional relevance of frontal cortex for passive and voluntarily controlled bistable vision, Cereb. Cortex, 21, 2322, 10.1093/cercor/bhr015 van Loon, 2013, GABA shapes the dynamics of bistable perception, Curr. Biol., 23, 823, 10.1016/j.cub.2013.03.067 Mataro, 2001, Long-term effects of bilateral frontal brain lesion: 60 years after injury with an iron bar, Arch. Neurol., 58, 1139, 10.1001/archneur.58.7.1139 Fries, 2002, Oscillatory neuronal synchronization in primary visual cortex as a correlate of stimulus selection, J. Neurosci., 22, 3739, 10.1523/JNEUROSCI.22-09-03739.2002 Leopold, 2002, Visual processing in the ketamine-anesthetized monkey. Optokinetic and blood oxygenation level-dependent responses, Exp. Brain Res., 143, 359, 10.1007/s00221-001-0998-0 Wolfe, 1984, Reversing ocular dominance and suppression in a single flash, Vision Res., 24, 471, 10.1016/0042-6989(84)90044-0 Wilke, 2003, Generalized flash suppression of salient visual targets, Neuron, 39, 1043, 10.1016/j.neuron.2003.08.003 Keliris, 2010, The role of the primary visual cortex in perceptual suppression of salient visual stimuli, J. Neurosci., 30, 12353, 10.1523/JNEUROSCI.0677-10.2010 Bahmani, 2014, Binocular flash suppression in the primary visual cortex of anesthetized and awake macaques, PLoS ONE, 9, e107628, 10.1371/journal.pone.0107628 Maier, 2007, Context-dependent perceptual modulation of single neurons in primate visual cortex, Proc. Natl. Acad. Sci. U.S.A., 104, 5620, 10.1073/pnas.0608489104 Maier, 2008, Divergence of fMRI and neural signals in V1 during perceptual suppression in the awake monkey, Nat. Neurosci., 11, 1193, 10.1038/nn.2173 Panagiotaropoulos, 2012, Neuronal discharges and gamma oscillations explicitly reflect visual consciousness in the lateral prefrontal cortex, Neuron, 74, 924, 10.1016/j.neuron.2012.04.013 Panagiotaropoulos, 2014, Subjective visual perception: from local processing to emergent phenomena of brain activity, Philos. Trans. R. Soc. Lond. B: Biol. Sci., 369, 20130534, 10.1098/rstb.2013.0534 Kloosterman, 2015, Top-down modulation in human visual cortex predicts the stability of a perceptual illusion, J. Neurophysiol., 113, 1063, 10.1152/jn.00338.2014 Logothetis, 2002, The neural basis of the blood-oxygen-level-dependent functional magnetic resonance imaging signal, Philos. Trans. R. Soc. Lond. B: Biol. Sci., 357, 1003, 10.1098/rstb.2002.1114 Scholte, 2006, The influence of inattention on the neural correlates of scene segmentation, Brain Res., 1076, 106, 10.1016/j.brainres.2005.10.051 Vandenbroucke, 2014, Seeing without knowing: neural signatures of perceptual inference in the absence of report, J. Cogn. Neurosci., 26, 955, 10.1162/jocn_a_00530 Wolfe, 1999, Inattentional amnesia, 71 Cohen, 2011, Consciousness cannot be separated from function, Trends Cogn. Sci., 15, 358, 10.1016/j.tics.2011.06.008 Fahrenfort, 2012, A true science of consciousness explains phenomenology: comment on Cohen and Dennett, Trends Cogn. Sci., 16, 138, 10.1016/j.tics.2012.01.004 Block, 2011, Perceptual consciousness overflows cognitive access, Trends Cogn. Sci., 15, 567, 10.1016/j.tics.2011.11.001 Kouider, 2010, How rich is consciousness? The partial awareness hypothesis, Trends Cogn. Sci., 14, 301, 10.1016/j.tics.2010.04.006 Sligte, 2008, Are there multiple visual short-term memory stores?, PLoS ONE, 3, e1699, 10.1371/journal.pone.0001699 Sligte, 2009, V4 activity predicts the strength of visual short-term memory representations, J. Neurosci., 29, 7432, 10.1523/JNEUROSCI.0784-09.2009 Landman, 2004, The role of figure–ground segregation in change blindness, Psychon. Bull. Rev., 11, 254, 10.3758/BF03196567 Sligte, 2010, Detailed sensory memory, sloppy working memory, Front. Psychol., 1, 175, 10.3389/fpsyg.2010.00175 Breitmeyer, 2004, Unconscious color priming occurs at stimulus- not percept-dependent levels of processing, Psychol. Sci., 15, 198, 10.1111/j.0956-7976.2004.01503009.x Olkkonen, 2008, Color appearance of familiar objects: effects of object shape, texture, and illumination changes, J. Vis., 8, 13, 10.1167/8.5.13 Harris, 2011, Contextual illusions reveal the limit of unconscious visual processing, Psychol. Sci., 22, 399, 10.1177/0956797611399293 Murray, 2002, Shape perception reduces activity in human primary visual cortex, Proc. Natl. Acad. Sci. U.S.A., 99, 15164, 10.1073/pnas.192579399 Tononi, 2004, An information integration theory of consciousness, BMC Neurosci., 5, 42, 10.1186/1471-2202-5-42 Oizumi, 2014, From the phenomenology to the mechanisms of consciousness: Integrated Information Theory 3.0, PLoS Comput. Biol., 10, e1003588, 10.1371/journal.pcbi.1003588 Casali, 2013, A theoretically based index of consciousness independent of sensory processing and behavior, Sci. Transl. Med., 5, 198ra105, 10.1126/scitranslmed.3006294 Gazzaniga, 2005, Forty-five years of split-brain research and still going strong, Nat. Rev. Neurosci., 6, 653, 10.1038/nrn1723 Lamme, 2006, Towards a true neural stance on consciousness, Trends Cogn. Sci., 10, 494, 10.1016/j.tics.2006.09.001 Seth, 2010, The grand challenge of consciousness, Front. Psychol., 1, 5 Fahrenfort, 2012, Neuronal integration in visual cortex elevates face category tuning to conscious face perception, Proc. Natl. Acad. Sci. U.S.A., 109, 21504, 10.1073/pnas.1207414110 Aru, 2012, Local category-specific gamma band responses in the visual cortex do not reflect conscious perception, J. Neurosci., 32, 14909, 10.1523/JNEUROSCI.2051-12.2012 Leopold, 2002, Stable perception of visually ambiguous patterns, Nat. Neurosci., 5, 605, 10.1038/nn0602-851 Deco, 2015, Rethinking segregation and integration: contributions of whole-brain modelling, Nat. Rev. Neurosci., 16, 430, 10.1038/nrn3963 Lee, 2009, Propofol induction reduces the capacity for neural information integration: implications for the mechanism of consciousness and general anesthesia, Conscious. Cogn., 18, 56, 10.1016/j.concog.2008.10.005 Chang, 2012, Multivariate autoregressive models with exogenous inputs for intracerebral responses to direct electrical stimulation of the human brain, Front. Hum. Neurosci., 6, 317, 10.3389/fnhum.2012.00317 Oizumi, 2015, Measuring integrated information from the decoding perspective, arXiv, 15, 849 Barrett, 2011, Practical measures of integrated information for time-series data, PLoS Comput. Biol., 7, e1001052, 10.1371/journal.pcbi.1001052 Friston, 2003, Dynamic causal modelling, Neuroimage, 19, 1273, 10.1016/S1053-8119(03)00202-7 Roebroeck, 2005, Mapping directed influence over the brain using Granger causality and fMRI, Neuroimage, 25, 230, 10.1016/j.neuroimage.2004.11.017 Safavi, 2014, Is the frontal lobe involved in conscious perception?, Front. Psychol., 5, 1063, 10.3389/fpsyg.2014.01063 Bisley, 2010, Attention, intention, and priority in the parietal lobe, Annu. Rev. Neurosci., 33, 1, 10.1146/annurev-neuro-060909-152823 Shadlen, 2013, Decision making as a window on cognition, Neuron, 80, 791, 10.1016/j.neuron.2013.10.047 Williams, 2003, Parietal activity and the perceived direction of ambiguous apparent motion, Nat. Neurosci., 6, 616, 10.1038/nn1055 Andersen, 2009, Intention, action planning, and decision making in parietal-frontal circuits, Neuron, 63, 568, 10.1016/j.neuron.2009.08.028 Ro, 2001, Ipsilesional biases in saccades but not perception after lesions of the human inferior parietal lobule, J. Cogn. Neurosci., 13, 920, 10.1162/089892901753165836 Hwang, 2012, Inactivation of the parietal reach region causes optic-ataxia-like symptoms impairing reaches but not saccades, Neuron, 76, 1021, 10.1016/j.neuron.2012.10.030 Kubanek, 2015, Motor role of parietal cortex in a monkey model of hemispatial neglect, Proc. Natl. Acad. Sci. U.S.A., 112, E2067, 10.1073/pnas.1418324112 Buzsaki, 2012, Mechanisms of gamma oscillations, Annu. Rev. Neurosci., 35, 203, 10.1146/annurev-neuro-062111-150444 Simons, 2005, Change blindness: past, present, and future, Trends Cogn. Sci., 9, 16, 10.1016/j.tics.2004.11.006 Einevoll, 2013, Modelling and analysis of local field potentials for studying the function of cortical circuits, Nat. Rev. Neurosci., 14, 770, 10.1038/nrn3599 Mormann, 2007, Neural correlates of consciousness, Scholarpedia, 2, 1740, 10.4249/scholarpedia.1740 Crick, 1990, Some reflections on visual awareness, Cold Spring Harb. Symp. Quant. Biol., 55, 953, 10.1101/SQB.1990.055.01.089 Fox, 1975, Optokinetic nystagmus as an objective indicator of binocular rivalry, Vision Res., 15, 849, 10.1016/0042-6989(75)90265-5 Leopold, 1995, The role of attention in binocular rivalry as revealed through optokinetic nystagmus, A. I. Memo, 1554 Logothetis, 1990, Binocular motion rivalry in macaque monkeys: eye dominance and tracking eye movements, Vision Res., 30, 1409, 10.1016/0042-6989(90)90022-D Balduzzi, 2009, Qualia: the geometry of integrated information, PLoS Comput. Biol., 5, e1000462, 10.1371/journal.pcbi.1000462 Kanai, 2012, Qualia, Curr. Biol., 22, R392, 10.1016/j.cub.2012.03.033 Block, 2013, The grain of vision and the grain of attention, Thought J. Philos., 1, 170, 10.1002/tht3.28 Landman, 2003, Large capacity storage of integrated objects before change blindness, Vision Res., 43, 149, 10.1016/S0042-6989(02)00402-9 Bronfman, 2014, We see more than we can report: ‘cost free’ color phenomenality outside focal attention, Psychol. Sci., 25, 1394, 10.1177/0956797614532656