Frontal cortex mediates unconsciously triggered inhibitory control.
Open accessAbstract
To further our understanding of the function of conscious experience we need to know which cognitive processes require awareness and which do not. Here, we show that an unconscious stimulus can trigger inhibitory control processes, commonly ascribed to conscious control mechanisms. We combined the metacontrast masking paradigm and the Go/No-Go paradigm to study whether unconscious No-Go signals can actively trigger high-level inhibitory control processes, strongly associated with the prefrontal cortex (PFC). Behaviorally, unconscious No-Go signals sometimes triggered response inhibition to the level of complete response termination and yielded a slow down in the speed of responses that were not inhibited. Electroencephalographic recordings showed that unconscious No-Go signals elicit two neural events: (1) an early occipital event and (2) a frontocentral event somewhat later in time. The first neural event represents the visual encoding of the unconscious No-Go stimulus, and is also present in a control experiment where the masked stimulus has no behavioral relevance. The second event is unique to the Go/No-Go experiment, and shows the subsequent implementation of inhibitory control in the PFC. The size of the frontal activity pattern correlated highly with the impact of unconscious No-Go signals on subsequent behavior. We conclude that unconscious stimuli can influence whether a task will be performed or interrupted, and thus exert a form of cognitive control. These findings challenge traditional views concerning the proposed relationship between awareness and cognitive control and stretch the alleged limits and depth of unconscious information processing.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Frontostriatal circuits capitalizing on inferior frontal cortex, pre-SMA, and basal ganglia are engaged when impulsive actions are to be interrupted, aborted, suppressed, or overridden by more appropriate actions, even when action control is triggered unconsciously.
“Frontostriatal circuits in the brain, capitalizing on the inferior frontal cortex, the pre-supplementary motor area (pre-SMA), and the basal ganglia, are engaged when impulsive actions are to be interrupted, aborted, suppressed, or overridden by more appropriate actions (Jahfari et al., 2011; Ridderinkhof et al., 2011), even when such action control is triggered unconsciously (van Gaal et al., 200”
From Impulsive action: emotional impulses and their control (2014) · cites this paper as van Gaal et al., 2008
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A new method for off-line removal of ocular artifact
Gratton, G., Coles, M. G. H., & Donchin, E. (1983) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(83)90135-9 · Cited by 5,055 · see citing works
Thresholding of statistical maps in functional neuroimaging using the false discovery rate
Genovese, C. R., Lazar, N. A., & Nichols, T. (2002) · NeuroImage · doi:10.1006/nimg.2001.1037 · Cited by 4,923 · see citing works
The role of the medial frontal cortex in cognitive control
Ridderinkhof, K. R., Ullsperger, M., Crone, E. A., & Nieuwenhuis, S. (2004) · Science · doi:10.1126/science.1100301 · Cited by 2,974 · see citing works
Self-citationTowards a cognitive neuroscience of consciousness: basic evidence and a workspace framework
Dehaene, S. (2001) · Cognition · doi:10.1016/s0010-0277(00)00123-2 · Cited by 2,498 · cited 7× · see citing works
“, 2007) and associated exclusively with consciousness (Dehaene and Naccache, 2001; Eimer and Schlaghecken, 2003).”
BackgroundInfluentialThe distinct modes of vision offered by feedforward and recurrent processing
Lamme, V. A. F., & Roelfsema, P. R. (2000) · Trends in Neurosciences · doi:10.1016/s0166-2236(00)01657-x · Cited by 2,338 · cited 2× · see citing works
“These results indicate that the feedforward sweep alone is not sufficient to produce a conscious percept (no matter what area in the brain is activated) (Thompson and Schall, 1999; Lamme and Roelfsema, 2000; Lau and Passingham, 2007).”
BackgroundSelf-citationConscious, preconscious, and subliminal processing: a testable taxonomy
Dehaene, S., Changeux, J.-P., Naccache, L., Sackur, J., & Sergent, C. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.03.007 · Cited by 2,067 · see citing works
Baillet, S., Mosher, J. C., & Leahy, R. M. (2001) · IEEE Signal Processing Magazine · doi:10.1109/79.962275 · Cited by 1,691 · see citing works
Nieuwenhuis, S., Yeung, N., van den Wildenberg, W., & Ridderinkhof, K. R. (2003) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.3.1.17 · Cited by 1,250 · see citing works
Self-citationTowards a true neural stance on consciousness
Lamme, V. A. F. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.09.001 · Cited by 1,149 · cited 2× · see citing works
“Although never demonstrated before, these findings are in line with recent theoretical models concerning the neural correlates of consciousness and the potential depth of processing of unconscious information (Dehaene et al., 2006; Lamme, 2006).”
BackgroundResultSelf-citationERP components in Go/Nogo tasks and their relation to inhibition
Falkenstein, M., Hoormann, J., & Hohnsbein, J. (1999) · Acta Psychologica · doi:10.1016/s0001-6918(99)00008-6 · Cited by 1,106 · see citing works
A developmental functional MRI study of prefrontal activation during performance of a go-no-go task
Casey, B. J., Trainor, R. J., Orendi, J. L., Schubert, A. B., Nystrom, L. E., Giedd, J. N., Castellanos, F. X., Haxby, J. V., Noll, D. C., Cohen, J. D., et al. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.6.835 · Cited by 1,106 · see citing works
Regulation of clock and NPAS2 DNA binding by the redox state of NAD cofactors
Rutter, J., Reick, M., Wu, L. C., & McKnight, S. L. (2001) · Science · doi:10.1126/science.1060698 · Cited by 1,059 · see citing works
The conscious access hypothesis: origins and recent evidence
Baars, B. J. (2002) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01819-2 · Cited by 994 · see citing works
Timing of the brain events underlying access to consciousness during the attentional blink
Sergent, C., Baillet, S., & Dehaene, S. (2005) · Nature Neuroscience · doi:10.1038/nn1549 · Cited by 888 · see citing works
Levels of processing during non-conscious perception: a critical review of visual masking
Kouider, S., & Dehaene, S. (2007) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2007.2093 · Cited by 835 · see citing works
Konishi, S., Nakajima, K., Uchida, I., Kikyo, H., Kameyama, M., & Miyashita, Y. (1999) · Brain · doi:10.1093/brain/122.5.981 · Cited by 823 · see citing works
Electrophysiological correlates for response inhibition in a Go/NoGo task
Bokura, H., Yamaguchi, S., & Kobayashi, S. (2001) · Clinical Neurophysiology · doi:10.1016/s1388-2457(01)00691-5 · Cited by 769 · see citing works
Fast Backprojections from the Motion to the Primary Visual Area Necessary for Visual Awareness
Pascual-Leone, A., & Walsh, V. (2001) · Science · doi:10.1126/science.1057099 · Cited by 761 · see citing works
Brain Dynamics Underlying the Nonlinear Threshold for Access to Consciousness
Del Cul, A., Baillet, S., & Dehaene, S. (2007) · PLoS Biology · doi:10.1371/journal.pbio.0050260 · Cited by 753 · see citing works
Competition for consciousness among visual events: The psychophysics of reentrant visual processes.
Lollo, V. D., Enns, J. T., & Rensink, R. A. (2000) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.129.4.481 · Cited by 722 · see citing works
Enns, J. T., & Di Lollo, V. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01520-5 · Cited by 684 · see citing works
Competition for consciousness among visual events: The psychophysics of reentrant visual processes.
Lollo, V. D., Enns, J. T., & Rensink, R. A. (2000) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.129.4.481 · Cited by 583 · see citing works
Fuster, J. M. (2000) · Experimental Brain Research · doi:10.1007/s002210000401 · Cited by 558 · see citing works
Unconscious Masked Priming Depends on Temporal Attention
Naccache, L., Blandin, E., & Dehaene, S. (2002) · Psychological Science · doi:10.1111/1467-9280.00474 · Cited by 501 · see citing works
Effects of attention and stimulus probability on ERPs in a Go/Nogo task
Eimer, M. (1993) · Biological Psychology · doi:10.1016/0301-0511(93)90009-w · Cited by 478 · see citing works
Effects of focal frontal lesions on response inhibition
Picton, T. W., Stuss, D. T., Alexander, M. P., Shallice, T., Binns, M. A., & Gillingham, S. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhk031 · Cited by 387 · see citing works
Unconscious Activation of the Cognitive Control System in the Human Prefrontal Cortex
Lau, H. C., & Passingham, R. E. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.4335-06.2007 · Cited by 358 · see citing works
Masking Disrupts Reentrant Processing in Human Visual Cortex
Fahrenfort, J. J., Scholte, H. S., & Lamme, V. A. F. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.9.1488 · Cited by 344 · see citing works
Self-citationConscious control over the content of unconscious cognition
Kunde, W., Kiesel, A., & Hoffmann, J. (2003) · Cognition · doi:10.1016/s0010-0277(03)00023-4 · Cited by 327 · see citing works
Masking Interrupts Figure-Ground Signals in V1
Lamme, V. A. F., Zipser, K., & Spekreijse, H. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902320474490 · Cited by 285 · see citing works
Self-citationThe time course of brain activations during response inhibition
Kiefer, M., Marzinzik, F., Weisbrod, M., Scherg, M., & Spitzer, M. (1998) · Neuroreport · doi:10.1097/00001756-199803090-00037 · Cited by 281 · see citing works
Individual differences in the functional neuroanatomy of inhibitory control
Garavan, H., Hester, R., Murphy, K., Fassbender, C., & Kelly, C. A. M. (2006) · Brain Research · doi:10.1016/j.brainres.2006.03.029 · Cited by 278 · see citing works
Response facilitation and inhibition in subliminal priming
Eimer, M., & Schlaghecken, F. (2003) · Biological Psychology · doi:10.1016/s0301-0511(03)00100-5 · Cited by 277 · see citing works
Reaction time to stimuli masked by metacontrast.
Fehrer, E. V., & Raab, D. H. (1962) · Journal of Experimental Psychology · doi:10.1037/h0040795 · Cited by 260 · see citing works
Prefrontal‐subcortical dissociations underlying inhibitory control revealed by event‐related fMRI
Kelly, C. A. M., Hester, R., Murphy, K., Javitt, D. C., Foxe, J. J., & Garavan, H. (2004) · European Journal of Neuroscience · doi:10.1111/j.0953-816x.2004.03429.x · Cited by 225 · see citing works
When ‘go’ and ‘nogo’ are equally frequent: ERP components and cortical tomography
Lavric, A., Pizzagalli, D. A., & Forstmeier, S. (2004) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2004.03683.x · Cited by 207 · see citing works
Introspective physicalism as an approach to the science of consciousness
Jack, A. (2001) · Cognition · doi:10.1016/s0010-0277(00)00128-1 · Cited by 198 · see citing works
Feedback Contributions to Visual Awareness in Human Occipital Cortex
Ro, T., Breitmeyer, B. G., Burton, P. C., Singhal, N. S., & Lane, D. M. (2003) · Current Biology · doi:10.1016/s0960-9822(03)00337-3 · Cited by 175 · see citing works
Greater disruption due to failure of inhibitory control on an ambiguous distractor
Tsushima, Y., Sasaki, Y., & Watanabe, T. (2006) · Science · doi:10.1126/science.1133197 · Cited by 173 · see citing works
Imaging implicit perception: promise and pitfalls
Hannula, D. E., Simons, D. J., & Cohen, N. J. (2005) · Nature Reviews Neuroscience · doi:10.1038/nrn1630 · Cited by 155 · see citing works
The detection of visual signals by macaque frontal eye field during masking
Thompson, K. G., & Schall, J. D. (1999) · Nature Neuroscience · doi:10.1038/6398 · Cited by 151 · see citing works
Priming of mental operations by masked stimuli
Mattler, U. (2003) · Perception & Psychophysics · doi:10.3758/bf03194793 · Cited by 130 · see citing works
Cortical dynamics of lateral inhibition: Metacontrast masking.
Francis, G. (1997) · Psychological Review · doi:10.1037/0033-295x.104.3.572 · Cited by 128 · see citing works
Attentional modulation of sensorimotor processes in the absence of perceptual awareness
Sumner, P., Tsai, P., Yu, K. K. H., & Nachev, P. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601974103 · Cited by 126 · see citing works
Task-specific change of unconscious neural priming in the cerebral language network
Nakamura, K., Dehaene, S., Jobert, A., Bihan, D. L., & Kouider, S. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0704487104 · Cited by 94 · see citing works
Unconscious perception: The need for a paradigm shift
Holender, D., & Duscherer, K. (2004) · Perception & Psychophysics · doi:10.3758/bf03194980 · Cited by 91 · see citing works
Consciousness and Control Not Identical Twins
Hommel, B. (2007) · Journal of Consciousness Studies · Cited by 67 · see citing works
Task-Guided Selection of the Dual Neural Pathways for Reading
Nakamura, K., Hara, N., Kouider, S., Takayama, Y., Hanajima, R., Sakai, K., & Ugawa, Y. (2006) · Neuron · doi:10.1016/j.neuron.2006.09.030 · Cited by 64 · see citing works
The control operations of consciousness
Umiltà, C. A. (1992) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780198522379.003.0015 · Cited by 52 · see citing works
Decoupling Stimulus Duration From Brightness in Metacontrast Masking: Data and Models.
Lollo, V. D., von Mühlenen, A., Enns, J. T., & Bridgeman, B. (2004) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.30.4.733 · Cited by 39 · see citing works
Conscious and Nonconscious Processes
Dehaene, S. (2008) · The MIT Press eBooks · doi:10.7551/mitpress/9780262195805.003.0002 · Cited by 16 · see citing works
Liddle (2001) · doi:10.1002/1097-0193(200102)12:2
Flagged first, then by citations
Cited by
Sorted by citations
Experimental and theoretical approaches to conscious processing
Dehaene, S., & Changeux, J.-P. (2011) · Neuron · doi:10.1016/j.neuron.2011.03.018 · Cited by 2,573 · see citing works
Aron, A. R. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.07.024 · Cited by 1,236 · see citing works
Empirical support for higher-order theories of conscious awareness
Lau, H., & Rosenthal, D. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.05.009 · Cited by 869 · see citing works
Neural signature of the conscious processing of auditory regularities
Bekinschtein, T. A., Dehaene, S., Rohaut, B., Tadel, F., Cohen, L., & Naccache, L. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0809667106 · Cited by 738 · see citing works
How neuroscience will change our view on consciousness
Lamme, V. A. F. (2010) · Cognitive Neuroscience · doi:10.1080/17588921003731586 · Cited by 487 · see citing works
Self-citationConverging Intracranial Markers of Conscious Access
Gaillard, R., Dehaene, S., Adam, C., Clémenceau, S., Hasboun, D., Baulac, M., Cohen, L., & Naccache, L. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000061 · Cited by 440 · see citing works
Prefrontal Contributions to Metacognition in Perceptual Decision Making
Fleming, S. M., Huijgen, J., & Dolan, R. J. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.6489-11.2012 · Cited by 391 · see citing works
Toward a computational theory of conscious processing
Dehaene, S., Charles, L., King, J.-R., & Marti, S. (2014) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2013.12.005 · Cited by 404 · see citing works
Grounding cognitive control in associative learning
Abrahamse, E., Braem, S., Notebaert, W., & Verguts, T. (2016) · Psychological Bulletin · doi:10.1037/bul0000047 · Cited by 276 · see citing works
Unconscious Activation of the Prefrontal No-Go Network
van Gaal, S., Ridderinkhof, K. R., Scholte, H. S., & Lamme, V. A. F. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2992-09.2010 · Cited by 276 · see citing works
Self-citationHassin, R. R. (2013) · Perspectives on Psychological Science · doi:10.1177/1745691612460684 · Cited by 263 · see citing works
Physical Activity, Self-Regulation, and Early Academic Achievement in Preschool Children
Becker, D. R., McClelland, M. M., Loprinzi, P. D., & Trost, S. G. (2013) · Early Education and Development · doi:10.1080/10409289.2013.780505 · Cited by 254 · see citing works
Distinct brain mechanisms for conscious versus subliminal error detection
Charles, L., Van Opstal, F., Marti, S., & Dehaene, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.01.054 · Cited by 208 · see citing works
Hung, Y., Gaillard, S. L., Yarmak, P., & Arsalidou, M. (2018) · Human Brain Mapping · doi:10.1002/hbm.24232 · Cited by 212 · see citing works
Neurocognitive mechanisms of action control: resisting the call of the Sirens.
Richard Ridderinkhof, K., Forstmann, B. U., Wylie, S. A., Burle, B., & van den Wildenberg, W. P. M. (2011) · WIREs Cognitive Science · doi:10.1002/wcs.99 · Cited by 215 · see citing works
Differences in unity: The go/no-go and stop signal tasks rely on different mechanisms
Raud, L., Westerhausen, R., Dooley, N., & Huster, R. J. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116582 · Cited by 199 · see citing works
Panagiotaropoulos, T. I., Deco, G., Kapoor, V., & Logothetis, N. K. (2012) · Neuron · doi:10.1016/j.neuron.2012.04.013 · Cited by 198 · see citing works
Lamme, V. A. F. (2018) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2017.0344 · Cited by 194 · see citing works
Self-citationThe role of consciousness in cognitive control and decision making
van Gaal, S., de Lange, F. P., & Cohen, M. X. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00121 · Cited by 182 · see citing works
The signal processing architecture underlying subjective reports of sensory awareness
Maniscalco, B., & Lau, H. (2016) · Neuroscience of Consciousness · doi:10.1093/nc/niw002 · Cited by 133 · see citing works
The Edge of Sentience: Risk and Precaution in Humans, Other Animals, and AI
Birch, J. (2024) · doi:10.1093/9780191966729.001.0001 · Cited by 236 · see citing works
van Gaal, S., & Lamme, V. A. F. (2012) · The Neuroscientist · doi:10.1177/1073858411404079 · Cited by 181 · see citing works
Self-citationVerbruggen, F., Best, M., Bowditch, W. A., Stevens, T., & McLaren, I. P. L. (2014) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.08.014 · Cited by 155 · see citing works
Bor, D., & Seth, A. K. (2012) · Frontiers in Psychology · doi:10.3389/fpsyg.2012.00063 · Cited by 143 · see citing works
Obesity and the Neurocognitive Basis of Food Reward and the Control of Intake
Ziauddeen, H., Alonso‐Alonso, M., Hill, J. O., Kelley, M. J., & Khan, N. A. (2015) · Advances in Nutrition · doi:10.3945/an.115.008268 · Cited by 144 · see citing works
Can the meaning of multiple words be integrated unconsciously?
van Gaal, S., Naccache, L., Meuwese, J. D. I., van Loon, A. M., Leighton, A. H., Cohen, L., & Dehaene, S. (2014) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2013.0212 · Cited by 139 · see citing works
Automaticity: Componential, Causal, and Mechanistic Explanations
Moors, A. (2016) · Annual Review of Psychology · doi:10.1146/annurev-psych-122414-033550 · Cited by 210 · see citing works
Should I stay or should I go? Conceptual underpinnings of goal-directed actions
Mirabella, G. (2014) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2014.00206 · Cited by 137 · see citing works
Wagner, J., Wessel, J. R., Ghahremani, A., & Aron, A. R. (2018) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01183 · Cited by 112 · see citing works
Unconscious errors enhance prefrontal-occipital oscillatory synchrony
Cohen, M. X. (2009) · Frontiers in Human Neuroscience · doi:10.3389/neuro.09.054.2009 · Cited by 128 · see citing works
On the Neural Mechanisms Subserving Consciousness and Attention
Tallon‐Baudry, C. (2012) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00397 · Cited by 127 · see citing works
Reappraising the relationship between working memory and conscious awareness
Soto, D., & Silvanto, J. (2014) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2014.06.005 · Cited by 121 · see citing works
Dissociable Brain Mechanisms Underlying the Conscious and Unconscious Control of Behavior
van Gaal, S., Lamme, V. A. F., Fahrenfort, J. J., & Ridderinkhof, K. R. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21431 · Cited by 127 · see citing works
Self-citationTallon‐Baudry, C., Campana, F., Park, H.-D., & Babo-Rebelo, M. (2017) · Cortex · doi:10.1016/j.cortex.2017.05.019 · Cited by 125 · see citing works
Neural and behavioral mechanisms of proactive and reactive inhibitionPreprint
Meyer, H. C., & Bucci, D. J. (2016) · Learning & Memory · doi:10.1101/lm.040501.115 · Cited by 118 · see citing works
Trofimova, I., & Robbins, T. (2016) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.03.008 · Cited by 98 · see citing works
Unconsciously Triggered Conflict Adaptation
van Gaal, S., Lamme, V. A. F., & Ridderinkhof, K. R. (2010) · PLoS ONE · doi:10.1371/journal.pone.0011508 · Cited by 111 · see citing works
Self-citationHoming in on consciousness in the nervous system: An action-based synthesis
Morsella, E., Godwin, C. A., Jantz, T. K., Krieger, S. C., & Gazzaley, A. H. (2015) · Behavioral and Brain Sciences · doi:10.1017/s0140525x15000643 · Cited by 116 · see citing works
A thalamic reticular networking model of consciousness
Min, B. (2010) · Theoretical Biology and Medical Modelling · doi:10.1186/1742-4682-7-10 · Cited by 100 · see citing works
Samaha, J., Barrett, J. J., Sheldon, A. D., LaRocque, J. J., & Postle, B. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00851 · Cited by 88 · see citing works
Does perceptual confidence facilitate cognitive control?
Koizumi, A., Maniscalco, B., & Lau, H. C. (2015) · Attention Perception & Psychophysics · doi:10.3758/s13414-015-0843-3 · Cited by 97 · see citing works
Perceptual integration without conscious access
Fahrenfort, J. J., van Leeuwen, J., Olivers, C. N. L., & Hogendoorn, H. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1617268114 · Cited by 96 · see citing works
Self-citationvan Gaal, S., Scholte, H. S., Lamme, V. A. F., Fahrenfort, J. J., & Ridderinkhof, K. R. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21444 · Cited by 91 · see citing works
Self-citationAutomatic motor activation in the executive control of action
McBride, J. M., Boy, F., Masud Husain, B., & Sumner, P. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00082 · Cited by 92 · see citing works
Conscious and Unconscious Reward Cues Can Affect a Critical Component of Executive Control
Capa, R. L., Bustin, G. M., Cleeremans, A., & Hansenne, M. (2011) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169/a000104 · Cited by 82 · see citing works
Unpacking the complexities of consciousness: Theories and reflections
Mudrik, L., Boly, M., Dehaene, S., Fleming, S. M., Lamme, V., Seth, A., & Melloni, L. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106053 · Cited by 81 · see citing works
Self-citationROSENTHAL, D. M. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.01.018 · Cited by 81 · see citing works
Impulsive action: emotional impulses and their control
Frijda, N. H., Ridderinkhof, K. R., & Rietveld, E. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00518 · Cited by 79 · see citing works
Self-citationWorking memory biasing of visual perception without awareness
Pan, Y., Lin, B., Zhao, Y., & Soto, D. (2013) · Attention Perception & Psychophysics · doi:10.3758/s13414-013-0566-2 · Cited by 79 · see citing works
Working Memory and Consciousness: The Current State of Play
Persuh, M., LaRock, E., & Berger, J. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00078 · Cited by 75 · see citing works
The cognitive architecture for chaining of two mental operations
Sackur, J., & Dehaene, S. (2009) · Cognition · doi:10.1016/j.cognition.2009.01.010 · Cited by 73 · see citing works
Value judgments and self-control of action: The role of the medial frontal cortex
Seitz, R. J., Franz, M., & Azari, N. P. (2009) · Brain Research Reviews · doi:10.1016/j.brainresrev.2009.02.003 · Cited by 74 · see citing works
Capa, R. L., Bouquet, C. A., Dreher, J., & Dufour, A. (2012) · Cortex · doi:10.1016/j.cortex.2012.05.018 · Cited by 68 · see citing works
Heinemann, A., Kunde, W., & Kiesel, A. (2009) · Consciousness and Cognition · doi:10.1016/j.concog.2009.08.009 · Cited by 68 · see citing works
Unconscious activation of task sets
Reuß, H., Kiesel, A., Kunde, W., & Hommel, B. (2011) · Consciousness and Cognition · doi:10.1016/j.concog.2011.02.014 · Cited by 67 · see citing works
Conflict-related activity in the caudal anterior cingulate cortex in the absence of awareness
Ursu, S., Clark, K. A., Aizenstein, H. J., Stenger, V. A., & Carter, C. S. (2008) · Biological Psychology · doi:10.1016/j.biopsycho.2008.10.008 · Cited by 67 · see citing works
Subliminal priming of intentional inhibition
Parkinson, J., & Haggard, P. (2013) · Cognition · doi:10.1016/j.cognition.2013.11.005 · Cited by 64 · see citing works
Higher-order awareness, misrepresentation and function
ROSENTHAL, D. M. (2012) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2011.0353 · Cited by 64 · see citing works
Consciousness and cognitive control
Kunde, W., Reuss, H., & Kiesel, A. (2012) · Advances in Cognitive Psychology · doi:10.5709/acp-0097-x · Cited by 85 · see citing works
Gelbard-Sagiv, H., Faivre, N., Mudrik, L., & Christof Koch, A. (2016) · Journal of Vision · doi:10.1167/16.1.3 · Cited by 62 · see citing works
A Naturalistic Approach to the Hard Problem of Consciousness
Singer, W. (2019) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2019.00058 · Cited by 65 · see citing works
Cognitive processing during the transition to sleep.
Goupil, L., & Bekinschtein, T. A. (2012) · PubMed · doi:10.4449/aib.v150i2.1247 · Cited by 60 · see citing works
Priming of awareness or how not to measure visual awareness
Lin, Z., & Murray, S. O. (2014) · Journal of Vision · doi:10.1167/14.1.27 · Cited by 56 · see citing works
Interfacing to the brain’s motor decisions
Mirabella, G., & Lebedev, M. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00051.2016 · Cited by 55 · see citing works
Pisapia, N. D., Turatto, M., Lin, P., Jovicich, J., & Caramazza, A. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr146 · Cited by 52 · see citing works
Neural Correlates of Subliminal Language Processing
Axelrod, V., Bar, M., Rees, G. E., & Yovel, G. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu022 · Cited by 53 · see citing works
Bender, A. D., Filmer, H. L., Garner, K., Naughtin, C. K., & Dux, P. E. (2016) · Attention Perception & Psychophysics · doi:10.3758/s13414-016-1158-8 · Cited by 53 · see citing works
Neurocognitive mechanisms of perception–action coordination: A review and theoretical integration
Ridderinkhof, K. R. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2014.05.008 · Cited by 53 · see citing works
Self-citationUnconsciously triggered response inhibition requires an executive setting.
Chiu, Y., & Aron, A. R. (2013) · Journal of Experimental Psychology General · doi:10.1037/a0031497 · Cited by 50 · see citing works
Dissociation between unconscious motor response facilitation and conflict in medial frontal areas
D’Ostilio, K., & Garraux, G. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07941.x · Cited by 46 · see citing works
Conscious and unconscious performance monitoring: Evidence from patients with schizophrenia
Charles, L., Gaillard, R., Amado, I., Krebs, M., Bendjemaa, N., & Dehaene, S. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.09.056 · Cited by 49 · see citing works
The role of response inhibition in temporal preparation: Evidence from a go/no-go task
Los, S. A. (2013) · Cognition · doi:10.1016/j.cognition.2013.07.013 · Cited by 46 · see citing works
Disentangling conscious from unconscious cognitive processing with event-related EEG potentials
Rohaut, B., & Naccache, L. (2017) · Revue Neurologique · doi:10.1016/j.neurol.2017.08.001 · Cited by 44 · see citing works
Near death experiences: a multidisciplinary hypothesis
Bókkon, I., Mallick, B. N., & Tuszyński, J. A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00533 · Cited by 44 · see citing works
Imaging neural signatures of consciousness: 'what', 'when', 'where' and 'how' does it work?
Sergent, C., & Naccache, L. (2012) · PubMed · doi:10.4449/aib.v150i2.1270 · Cited by 52 · see citing works
Intentional and Incidental Self-Control in Ventrolateral PFC
Cohen, J. R., Berkman, E. T., & Lieberman, M. D. (2011) · Cited by 44 · see citing works
Unconscious response inhibition differences between table tennis athletes and non-athletes
You, Y., Ma, Y., Ji, Z., Meng, F., Li, A.-M., & Zhang, C. (2018) · PeerJ · doi:10.7717/peerj.5548 · Cited by 43 · see citing works
Anchoring visual subjective experience in a neural model: The coarse vividness hypothesis
Campana, F., & Tallon‐Baudry, C. (2013) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2013.02.021 · Cited by 42 · see citing works
The Nature of Unconscious Attention to Subliminal Cues
Prasad, S. G., & Mishra, R. K. (2019) · Vision · doi:10.3390/vision3030038 · Cited by 42 · see citing works
The Flexible Nature of Unconscious Cognition
Wokke, M. E., van Gaal, S., Scholte, H. S., Ridderinkhof, K. R., & Lamme, V. A. F. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025729 · Cited by 40 · see citing works
Self-citationNeindre, P. L., Bernard, É., Boissy, A., Boivin, X., Calandreau, L., Delon, N., Deputte, B. L., Desmoulin‐Canselier, S., Dunier, M., Faivre, N., et al. (2017) · EFSA Supporting Publications · doi:10.2903/sp.efsa.2017.en-1196 · Cited by 42 · see citing works
Bembich, S., Clarici, A., Vecchiet, C., Baldassi, G., Cont, G., & Demarini, S. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00464 · Cited by 40 · see citing works
Habit and Nonhabit Systems for Unconscious and Conscious Behavior: Implications for Multitasking
Lisman, J. E., & Sternberg, E. J. (2012) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00319 · Cited by 40 · see citing works
Hepler, J., & Albarracín, D. (2013) · Cognition · doi:10.1016/j.cognition.2013.04.012 · Cited by 38 · see citing works
Dynamic large-scale network synchronization from perception to action
Hirvonen, J., Monto, S., Wang, S. H., Palva, J. M., & Palva, S. (2018) · Network Neuroscience · doi:10.1162/netn_a_00039 · Cited by 38 · see citing works
Ficarella, S. C., Rochet, N., & Burle, B. (2019) · Cortex · doi:10.1016/j.cortex.2019.07.007 · Cited by 38 · see citing works
“Don׳t” versus “Won׳t”: Principles, mechanisms, and intention in action inhibition
Ridderinkhof, K. R., van den Wildenberg, W. P. M., & Braß, M. (2014) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.09.005 · Cited by 38 · see citing works
Self-citationIndividualized EEG source reconstruction of Stroop interference with masked color words
Bruchmann, M., Herper, K., Konrad, C., Pantev, C., & Huster, R. J. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.09.032 · Cited by 37 · see citing works
Psychology of religion and spirituality: meaning-making and processes of believing
Seitz, R. J., & Angel, H. (2014) · Religion Brain & Behavior · doi:10.1080/2153599x.2014.891249 · Cited by 36 · see citing works
Setting the stage subliminally: Unconscious context effects
Filip Van Opstal, A., Calderon, C. B., Gevers, W., & Verguts, T. (2011) · Consciousness and Cognition · doi:10.1016/j.concog.2011.09.004 · Cited by 35 · see citing works
Brain mechanisms underlying automatic and unconscious control of motor action
D’Ostilio, K., & Garraux, G. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00265 · Cited by 32 · see citing works
Reexamining unconscious response priming: A liminal-prime paradigm
Avneon, M., & Lamy, D. (2018) · Consciousness and Cognition · doi:10.1016/j.concog.2017.12.006 · Cited by 32 · see citing works
Jiang, J., Corrêa, C. M. C., Geerts, J. P., & van Gaal, S. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.05.007 · Cited by 32 · see citing works
Panagiotaropoulos, T. I., Kapoor, V., & Logothetis, N. K. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00603 · Cited by 32 · see citing works
The Divergent Effects of Fear and Disgust on Inhibitory Control: An ERP Study
Xu, M., Li, Z., Ding, C., Zhang, J., Fan, L., Diao, L., & Yang, D. (2015) · PLoS ONE · doi:10.1371/journal.pone.0128932 · Cited by 34 · see citing works
The relationship between reaction time and response variability and somatosensory No-go potentials
Nakata, H., Sakamoto, K., & Kakigi, R. (2011) · European Journal of Applied Physiology · doi:10.1007/s00421-011-1973-5 · Cited by 31 · see citing works
Jasinska, A. J. (2013) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2013.00025 · Cited by 30 · see citing works
Learning of predictive relations between events depends on attention, not on awareness
Ruud Custers, A., & Aarts, H. (2010) · Consciousness and Cognition · doi:10.1016/j.concog.2010.05.011 · Cited by 31 · see citing works
Disentangling conscious and unconscious processing: a subjective trial-based assessment approach
den Bussche, E. V., Vermeiren, A., Desender, K., Gevers, W., Hughes, G., Verguts, T., & Reynvoet, B. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00769 · Cited by 30 · see citing works
Rosenfeld, J. P., McMillan, I. O., & Ward, A. C. (2017) · Psychophysiology · doi:10.1111/psyp.12823 · Cited by 31 · see citing works
- Authors
- van Gaal, S., Ridderinkhof, K. R., Fahrenfort, J. J., Scholte, H. S., & Lamme, V. A. F.
- Affiliations
- University of Amsterdam (NL)
- Netherlands Institute for Neuroscience (NL)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2008-08-06
- Volume
- 28
- Issue
- 32
- Pages
- 8053-8062
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6670759
- OpenAlex
- W2059885263
- Cited by
- 285
- References
- 51
- Citations by year
- 2026: 5 · 2025: 11 · 2024: 37 · 2023: 6 · 2022: 9 · 2021: 11 · 2020: 9 · 2019: 11 · 2018: 15 · 2017: 15 · 2016: 18 · 2015: 18 · 2014: 27 · 2013: 25 · 2012: 23
- FWCI
- 7.65
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- UvA-DARE (University of Amsterdam) (publishedVersion)
- VU Research Portal (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Free Will and Agency
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- unconscious processes, inhibitory control, prefrontal cortex, metacontrast masking, go/no-go task, response inhibition, conscious awareness, cognitive control, visual encoding
- MeSH terms
- Adult, Awareness, Cognition, Cues, Electrophysiology, Evoked Potentials, Female, Frontal Lobe, Humans, Inhibition, Psychological, Male, Perceptual Masking, Visual Perception, Prefrontal Cortex
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review