The structural basis of inter-individual differences in human behaviour and cognition
Open accessAbstract
Inter-individual variability in perception, thought and action is frequently treated as a source of 'noise' in scientific investigations of the neural mechanisms that underlie these processes, and discarded by averaging data from a group of participants. However, recent MRI studies in the human brain show that inter-individual variability in a wide range of basic and higher cognitive functions - including perception, motor control, memory, aspects of consciousness and the ability to introspect - can be predicted from the local structure of grey and white matter as assessed by voxel-based morphometry or diffusion tensor imaging. We propose that inter-individual differences can be used as a source of information to link human behaviour and cognition to brain anatomy.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Variations in gray matter volume may not necessarily represent changes at the microstructure and cellular level.
“variations in GMV may not necessarily represent changes at the microstructure and cellular level [62]”
From The bed nucleus of the stria terminalis as a brain correlate of psychological inflexibility in fibromyalgia (2020) · cites this paper as [62]
Cites
The weirdest people in the world?
Henrich, J., Heine, S. J., & Norenzayan, A. (2010) · Behavioral and Brain Sciences · doi:10.1017/s0140525x0999152x · Cited by 12,641 · see citing works
Voxel-Based Morphometry—The Methods
Ashburner, J., & Friston, K. J. (2000) · NeuroImage · doi:10.1006/nimg.2000.0582 · Cited by 8,676 · see citing works
Fischl, B., Salat, D. H., Busa, E., Albert, M., Dieterich, M., Haselgrove, C., van der Kouwe, A., Killiany, R., Kennedy, D., Klaveness, S., et al. (2002) · Neuron · doi:10.1016/s0896-6273(02)00569-x · Cited by 8,610 · see citing works
A fast diffeomorphic image registration algorithm
Ashburner, J. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.07.007 · Cited by 8,122 · see citing works
Kruger, J., & Dunning, D. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.6.1121 · Cited by 7,731 · see citing works
EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis
Klimesch, W. (1999) · Brain Research Reviews · doi:10.1016/s0165-0173(98)00056-3 · Cited by 6,889 · see citing works
Neurophysiological investigation of the basis of the fMRI signal
Logothetis, N. K., Pauls, J., Augath, M., Trinath, T., & Oeltermann, A. (2001) · Nature · doi:10.1038/35084005 · Cited by 6,542 · see citing works
Cognitive and emotional influences in anterior cingulate cortex
Bush, G., Luu, P., & Posner, M. I. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01483-2 · Cited by 6,259 · see citing works
Measuring the thickness of the human cerebral cortex from magnetic resonance images
Fischl, B. R., & Dale, A. M. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.200033797 · Cited by 5,789 · see citing works
Dynamic mapping of human cortical development during childhood through early adulthood
Gogtay, N., Giedd, J. N., Lusk, L., Hayashi, K. M., Greenstein, D., Vaituzis, A. C., Nugent, T. F., Herman, D. H., Clasen, L. S., Toga, A. W., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0402680101 · Cited by 5,604 · see citing works
A Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains
Good, C. D., Johnsrude, I. S., Ashburner, J., Henson, R. N. A., Friston, K. J., & Frackowiak, R. S. J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0786 · Cited by 4,561 · see citing works
Mapping the structural core of human cerebral cortex
Hagmann, P., Cammoun, L., Gigandet, X., Meuli, R., Honey, C. J., Wedeen, V. J., & Sporns, O. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060159 · Cited by 4,173 · see citing works
WEIRD languages have misled us, too
Majid, A., & Levinson, S. C. (2010) · Behavioral and Brain Sciences · doi:10.1017/s0140525x1000018x · Cited by 4,169 · see citing works
Testing the efficiency and independence of attentional networks
Fan, J., McCandliss, B. D., Sommer, T., Raz, A., & Posner, M. I. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902317361886 · Cited by 3,717 · see citing works
What we can do and what we cannot do with fMRI
Logothetis, N. K. (2008) · Nature · doi:10.1038/nature06976 · Cited by 3,612 · see citing works
Neural systems supporting interoceptive awareness
Critchley, H. D., Wiens, S., Rotshtein, P., Öhman, A., & Dolan, R. J. (2004) · Nature Neuroscience · doi:10.1038/nn1176 · Cited by 3,406 · see citing works
Navigation-related structural change in the hippocampi of taxi drivers
Maguire, E. A., Gadian, D. G., Johnsrude, I. S., Good, C. D., Ashburner, J., Frackowiak, R. S. J., & Frith, C. D. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.070039597 · Cited by 3,225 · see citing works
Inhibition and the right inferior frontal cortex
Aron, A. R., Robbins, T. W., & Poldrack, R. A. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.02.010 · Cited by 3,197 · see citing works
Specification of Cerebral Cortical Areas
Rakic, P. (1988) · Science · doi:10.1126/science.3291116 · Cited by 3,127 · see citing works
Separate neural systems value immediate and delayed monetary rewards
McClure, S. M., Laibson, D. I., Loewenstein, G., & Cohen, J. D. (2004) · Science · doi:10.1126/science.1100907 · Cited by 3,089 · see citing works
Regional Brain Changes in Aging Healthy Adults: General Trends, Individual Differences and Modifiers
Raz, N., Lindenberger, U., Rodrigue, K. M., Kennedy, K. M., Head, D., Williamson, A., Dahle, C., Gerstorf, D., & Acker, J. D. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi044 · Cited by 2,875 · see citing works
Borders of Multiple Visual Areas in Humans Revealed by Functional Magnetic Resonance Imaging
Sereno, M. I., Dale, A. M., Reppas, J. B., Kwong, K. K., Belliveau, J. W., Brady, T. J., Rosen, B. R., & Tootell, R. B. H. (1995) · Science · doi:10.1126/science.7754376 · Cited by 2,658 · see citing works
Changes in grey matter induced by training
Draganski, B., Gaser, C., Busch, V., Schuierer, G., Bogdahn, U., & May, A. (2004) · Nature · doi:10.1038/427311a · Cited by 2,373 · see citing works
Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging
Behrens, T. E. J., Johansen-Berg, H., Woolrich, M. W., Smith, S. M., Wheeler-Kingshott, C. A. M., Boulby, P. A., Barker, G. J., Sillery, E. L., Sheehan, K., Ciccarelli, O., et al. (2003) · Nature Neuroscience · doi:10.1038/nn1075 · Cited by 2,330 · see citing works
A neuropsychological theory of positive affect and its influence on cognition.
Ashby, F. G., Isen, A. M., & Turken, A. U. (1999) · Psychological Review · doi:10.1037/0033-295x.106.3.529 · Cited by 2,270 · see citing works
Long-term in vivo imaging of experience-dependent synaptic plasticity in adult cortex
Trachtenberg, J. T., Chen, B. E., Knott, G. W., Feng, G., Sanes, J. R., Welker, E., & Svoboda, K. (2002) · Nature · doi:10.1038/nature01273 · Cited by 1,927 · see citing works
Neural activity predicts individual differences in visual working memory capacity
Vogel, E. K., & Machizawa, M. G. (2004) · Nature · doi:10.1038/nature02447 · Cited by 1,813 · see citing works
Revised NEO Personality Inventory (NEO PI-R) and NEO Five-Factor Inventory (NEO-FFI)
Costa, P. T., & McCrea, R. B. (1992) · Medical Entomology and Zoology · Cited by 1,758 · see citing works
(1994) · The MIT Press eBooks · doi:10.7551/mitpress/4561.001.0001 · Cited by 1,741 · see citing works
The activation of attentional networks
FAN, J., MCCANDLISS, B., FOSSELLA, J., FLOMBAUM, J., & POSNER, M. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.02.004 · Cited by 1,737 · see citing works
The neural basis of loss aversion in decision-making under risk
Tom, S. M., Fox, C. R., Trepel, C., & Poldrack, R. A. (2007) · Science · doi:10.1126/science.1134239 · Cited by 1,733 · see citing works
Meta-analysis of regional brain volumes in schizophrenia
Wright, I. C., Rabe-Hesketh, S., Woodruff, P. W. R., David, A. S., Murray, R. M., & Bullmore, E. T. (2000) · American Journal of Psychiatry · doi:10.1176/ajp.157.1.16 · Cited by 1,662 · see citing works
Brain Structures Differ between Musicians and Non-Musicians
Christian Gaser, B., & Gottfried Schlaug, A. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-27-09240.2003 · Cited by 1,626 · see citing works
Training induces changes in white-matter architecture
Scholz, J., Klein, M. C., Behrens, T. E. J., & Johansen-Berg, H. (2009) · Nature Neuroscience · doi:10.1038/nn.2412 · Cited by 1,508 · see citing works
Paxinos, G., & Jürgen, K. (2004) · Cited by 1,482 · see citing works
Longitudinal Mapping of Cortical Thickness and Brain Growth in Normal Children
Sowell, E. R., Thompson, P. M., Leonard, C. M., Welcome, S. E., Kan, E., & Toga, A. W. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.1798-04.2004 · Cited by 1,481 · see citing works
In vivo evidence for post-adolescent brain maturation in frontal and striatal regions
Sowell, E. R., Thompson, P. M., Holmes, C. J., Jernigan, T. L., & Toga, A. W. (1999) · Nature Neuroscience · doi:10.1038/13154 · Cited by 1,439 · see citing works
Small-World Anatomical Networks in the Human Brain Revealed by Cortical Thickness from MRI
Yong He, A., Chen, Z. J., & Evans, A. C. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhl149 · Cited by 1,341 · see citing works
White matter in learning, cognition, and psychiatric disorders
Fields, R. D. (2008) · Trends in Neurosciences · doi:10.1016/j.tins.2008.04.001 · Cited by 1,337 · see citing works
Distinct Genetic Influences on Cortical Surface Area and Cortical Thickness
Panizzon, M. S., Fennema-Notestine, C., Eyler, L. T., Jernigan, T. L., Prom-Wormley, E., Neale, M., Jacobson, K., Lyons, M. J., Grant, M. D., Franz, C. E., et al. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp026 · Cited by 1,304 · see citing works
Neural measures reveal individual differences in controlling access to working memory
Vogel, E. K., McCollough, A. W., & Machizawa, M. G. (2005) · Nature · doi:10.1038/nature04171 · Cited by 1,301 · see citing works
How Learning to Read Changes the Cortical Networks for Vision and Language
Dehaene, S., Pegado, F., Braga, L. W., Ventura, P., Filho, G. N., Jobert, A., Dehaene‐Lambertz, G., Kolinsky, R., Morais, J., & Cohen, L. (2010) · Science · doi:10.1126/science.1194140 · Cited by 1,277 · see citing works
The representation of the visual field on the cerebral cortex in monkeys
Daniel, P. M., & Whitteridge, D. (1961) · The Journal of Physiology · doi:10.1113/jphysiol.1961.sp006803 · Cited by 1,147 · see citing works
Big Five factors and facets and the prediction of behavior.
Paunonen, S. V., & Ashton, M. C. (2001) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.81.3.524 · Cited by 1,097 · see citing works
Neural mechanisms of general fluid intelligence
Gray, J. R., Chabris, C. F., & Braver, T. S. (2003) · Nature Neuroscience · doi:10.1038/nn1014 · Cited by 1,080 · see citing works
Rakic, P. (1995) · Trends in Neurosciences · doi:10.1016/0166-2236(95)93934-p · Cited by 1,047 · see citing works
A Neural Basis for General Intelligence
Duncan, J., Seitz, R. J., Kolodny, J., Bor, D., Herzog, H. R., Ahmed, A., Newell, F. N., & Emslie, H. C. (2000) · Science · doi:10.1126/science.289.5478.457 · Cited by 1,043 · see citing works
The neuroscience of human intelligence differences
Deary, I. J., Penke, L., & Johnson, W. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2793 · Cited by 1,038 · see citing works
Genetic influences on brain structure
Thompson, P. M., Cannon, T. D., Narr, K. L., van Erp, T. G. M., Poutanen, V.-P., HUTTUNEN, M. O., Lönnqvist, J. K., Standertskjöld-Nordenstam, C.-G., Kaprio, J. A., Khaledy, M., et al. (2001) · Nature Neuroscience · doi:10.1038/nn758 · Cited by 1,033 · see citing works
Structural plasticity in the bilingual brain
Mechelli, A., Crinion, J. T., Noppeney, U., O'Doherty, J., Ashburner, J., Frackowiak, R. S., & Price, C. J. (2004) · Nature · doi:10.1038/431757a · Cited by 1,005 · see citing works
Testing Predictions From Personality Neuroscience: Brain Structure and the Big Five
DeYoung, C. G., Hirsh, J. B., Shane, M. S., Papademetris, X., Rajeevan, N., & Gray, J. R. (2010) · Psychological Science · doi:10.1177/0956797610370159 · Cited by 995 · see citing works
Prefrontal cortex and basal ganglia control access to working memory
McNab, F., & Klingberg, T. (2008) · Nature Neuroscience · doi:10.1038/nn2024 · Cited by 989 · see citing works
Sowell, E. R., Thompson, P. M., Tessner, K. D., & Toga, A. W. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-22-08819.2001 · Cited by 983 · see citing works
Prefrontal cortical function and anxiety: Controlling attention to threat-related stimuli
Bishop, S., Duncan, J., Brett, M., & Lawrence, A. D. (2004) · Nature Neuroscience · doi:10.1038/nn1173 · Cited by 940 · see citing works
Toga, A. W., Thompson, P. M., & Sowell, E. R. (2006) · Trends in Neurosciences · doi:10.1016/j.tins.2006.01.007 · Cited by 872 · see citing works
Genetic and environmental influences on human psychological differences
Bouchard, T. J., & McGue, M. (2003) · Journal of Neurobiology · doi:10.1002/neu.10160 · Cited by 870 · see citing works
Trait anxiety and impoverished prefrontal control of attention.
Bishop, S. J. (2009) · Nature Neuroscience · doi:10.1038/nn.2242 · Cited by 869 · see citing works
Automated 3-D Extraction of Inner and Outer Surfaces of Cerebral Cortex from MRI
MacDonald, D. J., Kabani, N. J., Avis, D., & Evans, A. C. (2000) · NeuroImage · doi:10.1006/nimg.1999.0534 · Cited by 850 · see citing works
Familial Studies of Intelligence: A Review
Bouchard, T. J., & McGue, M. (1981) · Science · doi:10.1126/science.7195071 · Cited by 841 · see citing works
Relating Introspective Accuracy to Individual Differences in Brain Structure
Fleming, S. M., Weil, R. S., Nagy, Z., Dolan, R. J., & Rees, G. (2010) · Science · doi:10.1126/science.1191883 · Cited by 809 · see citing works
Self-citationTemporal and spatial dynamics of brain structure changes during extensive learning
Draganski, B., Gaser, C., Kempermann, G., Kuhn, H. G., Winkler, J., Buchel, C., & May, A. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.4628-05.2006 · Cited by 765 · see citing works
Neural Correlates of Perceptual Rivalry in the Human Brain
Lumer, E. D., Friston, K. J., & Rees, G. E. (1998) · Science · doi:10.1126/science.280.5371.1930 · Cited by 745 · see citing works
Self-citationNeural correlates of consciousness in humans
Rees, G., Kreiman, G., & Koch, C. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn783 · Cited by 742 · see citing works
Self-citationThe neural basis of the speed–accuracy tradeoff
Bogacz, R., Wagenmakers, E., Forstmann, B. U., & Nieuwenhuis, S. (2009) · Trends in Neurosciences · doi:10.1016/j.tins.2009.09.002 · Cited by 721 · see citing works
Development of neural mechanisms for reading.
Turkeltaub, P. E., Gareau, L., Flowers, D. L., Zeffiro, T. A., & Eden, G. F. (2003) · Nature Neuroscience · doi:10.1038/nn1065 · Cited by 707 · see citing works
Pruessner, J. C. (2000) · Cerebral Cortex · doi:10.1093/cercor/10.4.433 · Cited by 706 · see citing works
Diffusion MRI : from quantitative measurement to in vivo neuroanatomy
Johansen‐Berg, H., & Behrens, T. E. J. (2014) · doi:10.1016/b978-0-12-374709-9.x0001-6 · Cited by 703 · see citing works
Speed and accuracy of olfactory discrimination in the rat
Uchida, N., & Mainen, Z. F. (2003) · Nature Neuroscience · doi:10.1038/nn1142 · Cited by 687 · see citing works
Striatum and pre-SMA facilitate decision-making under time pressure
Forstmann, B. U., Dutilh, G., Brown, S. D., Neumann, J., von Cramon, D. Y., Ridderinkhof, K. R., & Wagenmakers, E. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0805903105 · Cited by 642 · see citing works
Neurocognitive correlates of liberalism and conservatism
Amodio, D. M., Jost, J. T., Master, S. L., & Yee, C. M. (2007) · Nature Neuroscience · doi:10.1038/nn1979 · Cited by 624 · see citing works
Structural covariance in the human cortex
Mechelli, A., Friston, K. J., Frackowiak, R. S., & Price, C. J. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.0357-05.2005 · Cited by 606 · see citing works
Brain Anatomical Network and Intelligence
Li, Y., Liu, Y., Li, J., Qin, W., Li, K., Yu, C., & Jiang, T. (2009) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000395 · Cited by 597 · see citing works
Muthukumaraswamy, S. D., Edden, R. A. E., Jones, D. K., Swettenham, J. B., & Singh, K. D. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900728106 · Cited by 562 · see citing works
DeYoung, C. G., Peterson, J. B., & Higgins, D. M. (2005) · Journal of Personality · doi:10.1111/j.1467-6494.2005.00330.x · Cited by 557 · see citing works
Amygdala volume and social network size in humans
Bickart, K. C., Wright, C. I., Dautoff, R. J., Dickerson, B. C., & Barrett, L. F. (2011) · Nature Neuroscience · doi:10.1038/nn.2724 · Cited by 556 · see citing works
Structural brain variation and general intelligence
Haier, R. J., Jung, R. E., Yeo, R. A., Head, K., & Alkire, M. T. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.04.025 · Cited by 554 · see citing works
Jovicich, J., Czanner, S., Han, X., Salat, D. H., van der Kouwe, A. J. W., Quinn, B. T., Pacheco, J., Albert, M., Killiany, R., & Blacker, D. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.02.010 · Cited by 549 · see citing works
Clocking the Mind: Mental Chronometry and Individual Differences
Jensen, A. R. (2006) · Cited by 543 · see citing works
Visual field representations and locations of visual areas V1/2/3 in human visual cortex
Dougherty, R. F., Koch, V. M., Brewer, A. A., Fischer, B., Jan Modersitzki, C., & Wandell, B. A. (2003) · Journal of Vision · doi:10.1167/3.10.1 · Cited by 538 · see citing works
Relative blindsight in normal observers and the neural correlate of visual consciousness
Lau, H. C., & Passingham, R. E. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0607716103 · Cited by 518 · see citing works
Taubert, M., Draganski, B., Anwander, A., Müller, K., Horstmann, A., Villringer, A., & Ragert, P. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.2567-10.2010 · Cited by 514 · see citing works
Rearing complexity affects branching of dendrites in the visual cortex of the rat
Volkmar, F. R., & Greenough, W. T. (1972) · Science · doi:10.1126/science.176.4042.1445 · Cited by 513 · see citing works
An anatomical signature for literacy
Carreiras, M., Seghier, M. L., Baquero, S., Estévez, A., Lozano, A., Devlin, J. T., & Price, C. J. (2009) · Nature · doi:10.1038/nature08461 · Cited by 512 · see citing works
Rhesus monkeys know when they remember
Hampton, R. R. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.071600998 · Cited by 493 · see citing works
Devlin, B., Daniels, M., & Roeder, K. (1997) · Nature · doi:10.1038/41319 · Cited by 478 · see citing works
Turner, A. M., & Greenough, W. T. (1985) · Brain Research · doi:10.1016/0006-8993(85)90525-6 · Cited by 459 · see citing works
Testing the behavioral interaction and integration of attentional networks
Fan, J., Gu, X., Guise, K. G., Liu, X., Fossella, J., Wang, H., & Posner, M. I. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2009.02.002 · Cited by 458 · see citing works
Riemann, R., Angleitner, A., & Strelau, J. (1997) · Journal of Personality · doi:10.1111/j.1467-6494.1997.tb00324.x · Cited by 457 · see citing works
Post-decision wagering objectively measures awareness
Persaud, N., McLeod, P., & Cowey, A. (2007) · Nature Neuroscience · doi:10.1038/nn1840 · Cited by 454 · see citing works
Areas 3a, 3b, and 1 of Human Primary Somatosensory Cortex
Geyer, S., Schleicher, A., & Zilles, K. (1999) · NeuroImage · doi:10.1006/nimg.1999.0440 · Cited by 454 · see citing works
MATURATION OF HUMAN CEREBRUM OBSERVED <i>IN VIVO</i> DURING ADOLESCENCE
JERNIGAN, T. L., TRAUNER, D. A., HESSELINK, J. R., & TALLAL, P. A. (1991) · Brain · doi:10.1093/brain/114.5.2037 · Cited by 444 · see citing works
Changes in Gray Matter Induced by Learning—Revisited
Driemeyer, J., Boyke, J., Christian Gaser, B., Büchel, C., & May, A. (2008) · PLoS ONE · doi:10.1371/journal.pone.0002669 · Cited by 440 · see citing works
Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve
Querbes, O., Aubry, F., Pariente, J., Lotterie, J.-A., Démonet, J., Duret, V., Puel, M., Berry, I., Fort, J., Celsis, P., et al. (2009) · Brain · doi:10.1093/brain/awp105 · Cited by 438 · see citing works
Anticipatory haemodynamic signals in sensory cortex not predicted by local neuronal activity
Sirotin, Y. B., & Das, A. (2009) · Nature · doi:10.1038/nature07664 · Cited by 437 · see citing works
Bees trade off foraging speed for accuracy
Chıttka, L., Dyer, A. G., Bock, F., et al. (2003) · Nature · doi:10.1038/424388a · Cited by 431 · see citing works
Genetic influences on human brain structure: A review of brain imaging studies in twins
Peper, J. S., Brouwer, R. M., Boomsma, D. I., Kahn, R. S., & Pol, H. E. H. (2007) · Human Brain Mapping · doi:10.1002/hbm.20398 · Cited by 429 · see citing works
Genetics of brain fiber architecture and intellectual performance
Chiang, M.-C., Barysheva, M., Shattuck, D. W., Lee, A. D., Madsen, S. K., Avedissian, C., Klunder, A. D., Toga, A. W., McMahon, K. L., de Zubicaray, G. I., et al. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.4184-08.2009 · Cited by 406 · see citing works
Galvin, S. J., Podd, J. V., Drga, V., & Whitmore, J. (2003) · Psychonomic Bulletin & Review · doi:10.3758/bf03196546 · Cited by 405 · see citing works
Olesen, P. J., Nagy, Z., Westerberg, H., & Klingberg, T. (2003) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2003.09.003 · Cited by 397 · see citing works
Neurometabolic coupling in cerebral cortex reflects synaptic more than spiking activity
Viswanathan, A., & Freeman, R. D. (2007) · Nature Neuroscience · doi:10.1038/nn1977 · Cited by 397 · see citing works
The neural bases of multistable perception
Sterzer, P., Kleinschmidt, A. K., & Rees, G. E. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.04.006 · Cited by 396 · see citing works
Self-citationCortical magnification within human primary visual cortex correlates with acuity thresholds
Duncan, R. O., & Boynton, G. M. (2003) · Neuron · doi:10.1016/s0896-6273(03)00265-4 · Cited by 385 · see citing works
Schmithorst, V. J., Wilke, M., Dardzinski, B. J., & Holland, S. K. (2005) · Human Brain Mapping · doi:10.1002/hbm.20149 · Cited by 382 · see citing works
Correlated Size Variations in Human Visual Cortex, Lateral Geniculate Nucleus, and Optic Tract
Andrews, T. J., Halpern, S. D., & Purves, D. (1997) · Journal of Neuroscience · doi:10.1523/jneurosci.17-08-02859.1997 · Cited by 380 · see citing works
Differential rearing effects on rat visual cortex synapses.
Sirevaag, A. M., & Greenough, W. T. (1987) · Brain Research · doi:10.1016/0006-8993(87)91477-6 · Cited by 370 · see citing works
Cortico-striatal connections predict control over speed and accuracy in perceptual decision making
Forstmann, B. U., Anwander, A., Schäfer, A., Neumann, J., Brown, S. D., Wagenmakers, E., Bogacz, R., & Turner, R. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1004932107 · Cited by 368 · see citing works
Neuron densities vary across and within cortical areas in primates
Collins, C. E., Airey, D. C., Young, N. A., Leitch, D. B., & Kaas, J. H. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1010356107 · Cited by 368 · see citing works
Tuch, D. S., Salat, D. H., Wisco, J. J., Zaleta, A. K., Hevelone, N. D., & Rosas, H. D. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0407259102 · Cited by 364 · see citing works
Reaction times and intelligence differences: a population-based cohort study.
Deary, I. (2001) · Intelligence · doi:10.1016/s0160-2896(01)00062-9 · Cited by 361 · see citing works
The Cambridge Handbook of Personality Psychology
Corr, P. J., Matthews, G., Ackerman, P. L., Anderson, N. R., Asendorpf, J. B., Bagby, R. M., Bond, M. H., Boyle, G. J., Briggs, A. L., Burch, G. S. J., et al. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511596544 · Cited by 359 · see citing works
The surface area of human V1 predicts the subjective experience of object size
Schwarzkopf, D. S., Song, C., & Rees, G. E. (2010) · Nature Neuroscience · doi:10.1038/nn.2706 · Cited by 358 · see citing works
Self-citationSluming, V., Barrick, T. R., Howard, M. A., Cezayirli, E., Mayes, A. R., & Roberts, N. (2002) · NeuroImage · doi:10.1006/nimg.2002.1288 · Cited by 346 · see citing works
Penke, L., Maniega, S. M., Murray, C., Gow, A. J., Valdés Hernández, M. C., Clayden, J. D., Starr, J. M., Wardlaw, J. M., Bastin, M. E., & Deary, I. J. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.1553-10.2010 · Cited by 336 · see citing works
Cacioppo, J. T., Norris, C. J., Decety, J., Monteleone, G., & Nusbaum, H. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21007 · Cited by 322 · see citing works
Human brain activity during spontaneously reversing perception of ambiguous figures
Kleinschmidt, A. K., Büchel, C., Zeki, S., & Frackowiak, R. S. J. (1998) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1998.0594 · Cited by 320 · see citing works
Cortical Thickness in Congenital Amusia: When Less Is Better Than More
Hyde, K. L., Lerch, J. P., Zatorre, R. J., et al. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.3039-07.2007 · Cited by 304 · see citing works
Confidence and accuracy of near-threshold discrimination responses
Kunimoto, C., Miller, J., & Pashler, H. (2001) · Consciousness and Cognition · doi:10.1006/ccog.2000.0494 · Cited by 291 · see citing works
Genetic Contributions to Human Brain Morphology and Intelligence
Pol, H. E. H., Schnack, H. G., Posthuma, D., Mandl, R. C. W., Baaré, W. F., van Oel, C. J., van Haren, N. E. M., Collins, D. L., Evans, A. C., Amunts, K., et al. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.1312-06.2006 · Cited by 283 · see citing works
Integrity of white matter in the corpus callosum correlates with bimanual co-ordination skills
Johansen-Berg, H., Della-Maggiore, V., Behrens, T. E. J., Smith, S. M., & Paus, T. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.03.041 · Cited by 272 · see citing works
Neural Measures of Individual Differences in Selecting and Tracking Multiple Moving Objects
Drew, T. W., & Vogel, E. K. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.0556-08.2008 · Cited by 259 · see citing works
Neuroimaging endophenotypes: Strategies for finding genes influencing brain structure and function
Glahn, D. C., Thompson, P. M., & Blangero, J. (2007) · Human Brain Mapping · doi:10.1002/hbm.20401 · Cited by 259 · see citing works
Reading and reading disturbance
Price, C. J., & Mechelli, A. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.03.003 · Cited by 255 · see citing works
A voxel‐based morphometry study of frontal gray matter correlates of impulsivity
Matsuo, K., Nicoletti, M., Nemoto, K., Hatch, J. P., Peluso, M. A. M., Nery, F. G., & Soares, J. C. (2008) · Human Brain Mapping · doi:10.1002/hbm.20588 · Cited by 253 · see citing works
The radial edifice of cortical architecture: From neuronal silhouettes to genetic engineering
RAKIC, P. T. (2007) · Brain Research Reviews · doi:10.1016/j.brainresrev.2007.02.010 · Cited by 252 · see citing works
Predictive models of autism spectrum disorder based on brain regional cortical thickness
Jiao, Y., Chen, R., Ke, X., Chu, K., Lu, Z., & Herskovits, E. H. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.12.047 · Cited by 250 · see citing works
Morphometry of the amusic brain: a two-site study
Hyde, K. L. (2006) · Brain · doi:10.1093/brain/awl204 · Cited by 250 · see citing works
Zald, D. H., Cowan, R. L., Riccardi, P., Baldwin, R. M., Ansari, M. S., Li, R., Shelby, E. S., Smith, C. E., McHugo, M., & KESSLER, R. M. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.2423-08.2008 · Cited by 239 · see citing works
Whole Brain Size and General Mental Ability: A Review
Rushton, J. P., & Ankney, C. D. (2009) · International Journal of Neuroscience · doi:10.1080/00207450802325843 · Cited by 234 · see citing works
Why is Brain Size so Important:Design Problems and Solutions as Neocortex Gets Biggeror Smaller
Kaas, J. H. (2000) · Brain and Mind · doi:10.1023/a:1010028405318 · Cited by 225 · see citing works
The Cambridge handbook of personality psychology
(2010) · Choice Reviews Online · doi:10.5860/choice.48-0566 · Cited by 225 · see citing works
Genetic Control of Cortical Regionalization and Connectivity
Rubenstein, J. L. R. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.6.524 · Cited by 224 · see citing works
The neural basis of individual differences in working memory capacity: an fMRI study
Osaka, M., Osaka, N., Kondo, H. M., Morishita, M., Fukuyama, H., Aso, T., & Shibasaki, H. (2003) · NeuroImage · doi:10.1016/s1053-8119(02)00032-0 · Cited by 216 · see citing works
Multiple Bases of Human Intelligence Revealed by Cortical Thickness and Neural Activation
Choi, Y. Y., Shamosh, N. A., Cho, S. H., DeYoung, C. G., Lee, M.-J., Lee, J., Kim, S. I., Cho, Z., Kim, K., Gray, J. R., et al. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.3259-08.2008 · Cited by 215 · see citing works
Gray and white matter changes associated with tool-use learning in macaque monkeys
Quallo, M., Price, C., Ueno, K., Asamizuya, T., Cheng, K., Lemon, R., & Iriki, A. (2009) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.0909751106 · Cited by 215 · see citing works
Voxel-based cortical thickness measurements in MRI
Hutton, C., Vita, E. D., Ashburner, J., Deichmann, R., & Turner, R. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.01.027 · Cited by 210 · see citing works
White matter integrity and cognition in childhood and old age
Deary, I. J., Bastin, M. E., Pattie, A., Clayden, J. D., Whalley, L. J., Starr, J. M., & Wardlaw, J. M. (2006) · Neurology · doi:10.1212/01.wnl.0000199954.81900.e2 · Cited by 207 · see citing works
The Neural and Computational Basis of Controlled Speed-Accuracy Tradeoff during Task Performance
van Veen, V., Krug, M. K., & Carter, C. S. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.20146 · Cited by 203 · see citing works
The study of animal metacognition
Smith, J. D. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.06.009 · Cited by 203 · see citing works
How to Exploit Diversity for Scientific Gain
Vogel, E. K., & Awh, E. (2008) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2008.00569.x · Cited by 199 · see citing works
Blindsight in normal observers
Kolb, F. C., & Braun, J. (1995) · Nature · doi:10.1038/377336a0 · Cited by 198 · see citing works
Garrido, L., Nicholas Furl, A., Draganski, B., Weiskopf, N., Stevens, J., Tan, G. C.-Y., Driver, J., Dolan, R. J., & Duchaine, B. (2009) · Brain · doi:10.1093/brain/awp271 · Cited by 192 · see citing works
The speed-accuracy operating characteristic
Pew, R. W. (1969) · Acta Psychologica · doi:10.1016/0001-6918(69)90035-3 · Cited by 190 · see citing works
A neural basis for inference in perceptual ambiguity
Sterzer, P., & Kleinschmidt, A. K. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0609006104 · Cited by 187 · see citing works
Haier, R. J., Karama, S., Leyba, L., & Jung, R. E. (2009) · BMC Research Notes · doi:10.1186/1756-0500-2-174 · Cited by 187 · see citing works
Olson, E. A., Collins, P. F., Hooper, C. J., Muetzel, R., Lim, K. O., & Luciana, M. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21107 · Cited by 185 · see citing works
Martens, S., Munneke, J., Smid, H., & Johnson, A. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.9.1423 · Cited by 183 · see citing works
Neuronal Regulation: A Mechanism for Synaptic Pruning During Brain Maturation
Chechik, G., Meilijson, I., & Ruppin, E. (1999) · Neural Computation · doi:10.1162/089976699300016089 · Cited by 183 · see citing works
Karama, S., Ad-Dab’bagh, Y., Haier, R. J., Deary, I. J., Lyttelton, O., Lepage, C., & Evans, A. C. (2008) · Intelligence · doi:10.1016/j.intell.2008.09.006 · Cited by 181 · see citing works
Activity in the amygdala elicited by unfair divisions predicts social value orientation
Haruno, M., & Frith, C. D. (2010) · Nature Neuroscience · doi:10.1038/nn.2468 · Cited by 180 · see citing works
Dopamine in amygdala gates limbic processing of aversive stimuli in humans
Kienast, T., Hariri, A. R., Schlagenhauf, F., Wrase, J., Sterzer, P., Buchholz, H. G., Smolka, M. N., Gründer, G., Cumming, P., Kumakura, Y., et al. (2008) · Nature Neuroscience · doi:10.1038/nn.2222 · Cited by 177 · see citing works
A ‘sticky’ interhemispheric switch in bipolar disorder?
Pettigrew, J. D., & Miller, S. M. (1998) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1998.0551 · Cited by 173 · see citing works
Behavioural relevance of variation in white matter microstructure
Johansen‐Berg, H. (2010) · Current Opinion in Neurology · doi:10.1097/wco.0b013e32833b7631 · Cited by 173 · see citing works
Individual Differences in Subconscious Motor Control Predicted by GABA Concentration in SMA
Boy, F., Evans, J., Edden, R. A. E., Singh, K. D., Husain, M., & Sumner, P. (2010) · Current Biology · doi:10.1016/j.cub.2010.09.003 · Cited by 170 · see citing works
fMRI Evidence for a Dual Process Account of the Speed-Accuracy Tradeoff in Decision-Making
Ivanoff, J., Branning, P., & Marois, R. (2008) · PLoS ONE · doi:10.1371/journal.pone.0002635 · Cited by 168 · see citing works
Westlye, L. T., Grydeland, H., Walhovd, K. B., & Fjell, A. M. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq101 · Cited by 167 · see citing works
More GABA, less distraction: a neurochemical predictor of motor decision speed
Sumner, P., Edden, R. A. E., Bompas, A., Evans, J., & Singh, K. D. (2010) · Nature Neuroscience · doi:10.1038/nn.2559 · Cited by 162 · see citing works
Structural and functional bases for individual differences in motor learning
Tomassini, V., Jbabdi, S., Kincses, Z. T., Bosnell, R., Douaud, G., Pozzilli, C., Matthews, P. M., & Johansen‐Berg, H. (2010) · Human Brain Mapping · doi:10.1002/hbm.21037 · Cited by 159 · see citing works
Intrinsic and extrinsic factors that shape neocortical specification
Pallas, S. L. (2001) · Trends in Neurosciences · doi:10.1016/s0166-2236(00)01853-1 · Cited by 150 · see citing works
Reduced amygdalar and hippocampal size in adults with generalized social phobia
Irle, E., Ruhleder, M., Lange, C., Seidler-Brandler, U., Salzer, S., Dechent, P., Weniger, G., Leibing, E., & Leichsenring, F. (2010) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.090041 · Cited by 148 · see citing works
Neural Basis of Individual Differences in Synesthetic Experiences
Rouw, R., & Scholte, H. S. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.3444-09.2010 · Cited by 147 · see citing works
Rauch, A., Rainer, G., & Logothetis, N. K. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0800312105 · Cited by 146 · see citing works
Genetic Control of Cortical Development
Rubenstein, J. L. R. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.6.521 · Cited by 141 · see citing works
Abnormal size of the amygdala predicts impaired emotional memory in major depressive disorder
WENIGER, G., LANGE, C., & IRLE, E. (2006) · Journal of Affective Disorders · doi:10.1016/j.jad.2006.04.017 · Cited by 135 · see citing works
Ryota Kanai, C., Walsh, V., & Tseng, C. (2010) · Consciousness and Cognition · doi:10.1016/j.concog.2010.06.003 · Cited by 130 · see citing works
Gjedde, A., Kumakura, Y., Cumming, P., Linnet, J., & Møller, A. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0912319107 · Cited by 130 · see citing works
Structural and functional fractionation of right superior parietal cortex in bistable perception
Ryota Kanai, C., Carmel, D. P., Bahrami, B., & Rees, G. E. (2011) · Current Biology · doi:10.1016/j.cub.2010.12.009 · Cited by 126 · see citing works
Self-citationVariation in orbitofrontal cortex volume: relation to sex, emotion regulation and affect
Welborn, B. L., Papademetris, X., Reis, D. L., Rajeevan, N., Bloise, S. M., & Gray, J. R. (2009) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsp028 · Cited by 125 · see citing works
Distractibility in Daily Life Is Reflected in the Structure and Function of Human Parietal Cortex
Ryota Kanai, C., Dong, M. Y., Bahrami, B., & Rees, G. E. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.5864-10.2011 · Cited by 112 · see citing works
Self-citationLANGE, N. D., Froimowitz, M. P., Bigler, E. D., Lainhart, J. E., & Brain Development Cooperative Group (2010) · Developmental Neuropsychology · doi:10.1080/87565641003696833 · Cited by 112 · see citing works
Putnam, M. C., Wig, G. S., Grafton, S. T., Kelley, W. M., & Gazzaniga, M. S. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.2295-07.2008 · Cited by 107 · see citing works
Bayesian Construction of Geometrically Based Cortical Thickness Metrics
Miller, M. I., Massie, A. B., Ratnanather, J. T., Botteron, K. N., & Csernansky, J. G. (2000) · NeuroImage · doi:10.1006/nimg.2000.0666 · Cited by 105 · see citing works
Genetic Contribution to Variation in Cognitive Function: An fMRI Study in Twins
Koten, J. W., Wood, G., Hagoort, P., Goebel, R., Propping, P., Willmes, K., & Boomsma, D. I. (2009) · Science · doi:10.1126/science.1167371 · Cited by 105 · see citing works
Genetic contribution to individual variation in binocular rivalry rate
Miller, S. M., Hansell, N. K., Ngô, T. T., Liu, G. B., Pettigrew, J. D., Martin, N. G., & Wright, M. J. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0912149107 · Cited by 104 · see citing works
Personality predicts temporal attention costs in the attentional blink paradigm
MacLean, M. H., & Arnell, K. M. (2010) · Psychonomic Bulletin & Review · doi:10.3758/pbr.17.4.556 · Cited by 100 · see citing works
Cardinal, R. N., & Cheung, T. H. C. (2005) · BMC Neuroscience · doi:10.1186/1471-2202-6-9 · Cited by 98 · see citing works
van 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
Interhemispheric transfer time and structural properties of the corpus callosum
Westerhausen, R., Kreuder, F., Woerner, W., et al. (2006) · Neuroscience Letters · doi:10.1016/j.neulet.2006.09.028 · Cited by 89 · see citing works
Whitford, T. J., Kubicki, M., Ghorashi, S., Schneiderman, J. S., Hawley, K. J., McCarley, R. W., Shenton, M. E., & Spencer, K. M. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.10.048 · Cited by 83 · see citing works
A multivariate analysis of neuroanatomic relationships in a genetically informative pediatric sample
Schmitt, J. E., Wallace, G. L., Rosenthal, M. A., Molloy, E. A., Ordaz, S. E., Lenroot, R., Clasen, L., Blumenthal, J., Kendler, K., Neale, M., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.04.232 · Cited by 76 · see citing works
Right parietal brain activity precedes perceptual alternation during binocular rivalry
Britz, J., Pitts, M. A., & Michel, C. M. (2010) · Human Brain Mapping · doi:10.1002/hbm.21117 · Cited by 75 · see citing works
Charlton, R. A., McIntyre, D. J. O., Howe, F. A., Morris, R. G., & Markus, H. S. (2007) · Brain Research · doi:10.1016/j.brainres.2007.06.027 · Cited by 71 · see citing works
Excess of Neurons in the Human Newborn Mediodorsal Thalamus Compared with That of the Adult
Abitz, M., Nielsen, R., Jones, E. G., Laursen, H. B., Græm, N., & Pakkenberg, B. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhl163 · Cited by 66 · see citing works
Individual Differences in Face Cognition: Brain–Behavior Relationships
Herzmann, G., Kunina‐Habenicht, O., Sommer, W., & Wilhelm, O. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21249 · Cited by 66 · see citing works
HAUSER, M. D. (2003) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1279.006 · Cited by 61 · see citing works
Wig, G. S., Grafton, S. T., Demos, K. E., Wolford, G., Petersen, S. E., & Kelley, W. M. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0804546105 · Cited by 61 · see citing works
Eriksson, S. H., Free, S. L., Thom, M., Symms, M. R., Martinian, L., Duncan, J. S., & Sisodiya, S. M. (2009) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2009.05.001 · Cited by 60 · see citing works
Does Retinotopy Influence Cortical Folding in Primate Visual Cortex?
Rajimehr, R., & Tootell, R. B. H. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.1835-09.2009 · Cited by 56 · see citing works
TMS Over the Intraparietal Sulcus Induces Perceptual Fading
Ryota Kanai, C., Muggleton, N. G., & Walsh, V. (2008) · Journal of Neurophysiology · doi:10.1152/jn.90885.2008 · Cited by 39 · see citing works
Machizawa, M. G., & Driver, J. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.11.032 · Cited by 39 · see citing works
Individual Differences in Metacognitive Responsiveness: Cognitive and Personality Correlates
Washburn, D. A., Smith, J. D., & Taglialatela, L. A. (2005) · The Journal of General Psychology · doi:10.3200/genp.132.4.446-461 · Cited by 39 · see citing works
Development of the Selection and Manipulation of Self-Generated Thoughts in Adolescence
Dumontheil, I., Hassan, B., Gilbert, S. J., & Blakemore, S. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.1375-10.2010 · Cited by 39 · see citing works
Abnormal binocular rivalry in unilateral neglect: evidence for a non-spatial mechanism of extinction
Bonneh, Y. S., Pavlovskaya, M., Ring, H., & Soroker, N. (2004) · Neuroreport · doi:10.1097/00001756-200403010-00018 · Cited by 37 · see citing works
Gerretsen, P., Graff‐Guerrero, A., Menon, M., Pollock, B. G., Kapur, S., Vasdev, N., Houle, S., & Mamo, D. C. (2010) · Social Neuroscience · doi:10.1080/17470911003589309 · Cited by 25 · see citing works
Human Parietal Cortex Structure Predicts Individual Differences in Perceptual Rivalry
Kanai, R., Bahrami, B., & Rees, G. (2010) · Current Biology · doi:10.1016/j.cub.2010.07.027 · Cited by 24 · see citing works
Self-citationMerikangas, J. R. (1981) · Medical Entomology and Zoology · Cited by 23 · see citing works
Huttenlocher (1997) · doi:10.1002/(sici)1096-9861(19971020)387:2
Flagged first, then by citations
Cited by
Sorted by citations
Functional connectome fingerprinting: Identifying individuals using patterns of brain connectivity
Finn, E. S., Shen, X., Scheinost, D., Rosenberg, M. D., Huang, J., Chun, M. M., Papademetris, X., & Constable, R. T. (2015) · Nature Neuroscience · doi:10.1038/nn.4135 · Cited by 2,747 · see citing works
White matter integrity, fiber count, and other fallacies: The do's and don'ts of diffusion MRI
Jones, D. K., Knösche, T. R., & Turner, R. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2012.06.081 · Cited by 2,479 · see citing works
The reliability paradox: Why robust cognitive tasks do not produce reliable individual differences
Hedge, C., Powell, G., & Sumner, P. (2018) · Behavior Research Methods · doi:10.3758/s13428-017-0935-1 · Cited by 1,457 · see citing works
The neural basis of metacognitive ability
Fleming, S. M., & Dolan, R. J. (2012) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2011.0417 · Cited by 747 · see citing works
“Such findings are consistent with individual differences in localised brain structure affecting a region’s functional properties [97].”
BackgroundExperience-dependent structural plasticity in the adult human brain
May, A. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.08.002 · Cited by 512 · see citing works
Online social network size is reflected in human brain structure
Kanai, R., Bahrami, B., Roylance, R., & Rees, G. (2012) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2011.1959 · Cited by 391 · see citing works
Self-citationAnatomical coupling between distinct metacognitive systems for memory and visual perception
McCurdy, L. Y., Maniscalco, B., Metcalfe, J., Liu, K. Y., de Lange, F. P., & Lau, H. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.1890-12.2013 · Cited by 299 · see citing works
Morishima, Y., Schunk, D., Bruhin, A., Ruff, C. C., & Fehr, E. (2012) · Neuron · doi:10.1016/j.neuron.2012.05.021 · Cited by 296 · see citing works
Grandy, T. H., Werkle‐Bergner, M., Chicherio, C., Schmiedek, F., Lövdén, M., & Lindenberger, U. (2013) · Psychophysiology · doi:10.1111/psyp.12043 · Cited by 276 · see citing works
Valk, S. L., Bernhardt, B. C., Trautwein, F.-M., Böckler, A., Kanske, P., Guizard, N., Collins, D. L., & Singer, T. (2017) · Science Advances · doi:10.1126/sciadv.1700489 · Cited by 264 · see citing works
“Although we had no a priori hypothesis for learning-dependent decreases of gray matter, cortical thinning may also play a role in learning (64, 79, 80), possibly through usage-dependent selective elimination of synapses (81, 82).”
BackgroundA meta-analysis of neuroimaging studies on divergent thinking using activation likelihood estimation
Wu, X., Yang, W., Tong, D., Sun, J., Chen, Q., Wei, D., Zhang, Q., Zhang, M., & Qiu, J. (2015) · Human Brain Mapping · doi:10.1002/hbm.22801 · Cited by 250 · see citing works
The effect of meditation on brain structure: cortical thickness mapping and diffusion tensor imaging
Kang, D.-H., Jo, H. J., Jung, W. H., Kim, S. H., Jung, Y.-H., Choi, C.-H., Lee, U. S., An, S. C., Jang, J. H., & Kwon, J. S. (2013) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss056 · Cited by 224 · see citing works
Brain anatomy alterations associated with social networking site (SNS) addiction
He, Q., Turel, O., & Bechara, A. (2017) · Scientific Reports · doi:10.1038/srep45064 · Cited by 200 · see citing works
Electroconvulsive therapy-induced brain plasticity determines therapeutic outcome in mood disorders
Dukart, J., Regen, F., Kherif, F., Colla, M., Bajbouj, M., Heuser, I., Frackowiak, R. S., & Draganski, B. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1321399111 · Cited by 195 · see citing works
Impaired sensorimotor gating in unmedicated adults with obsessive-compulsive disorder
Ahmari, S. E., Risbrough, V. B., Geyer, M. A., & Simpson, H. B. (2012) · Neuropsychopharmacology · doi:10.1038/npp.2011.308 · Cited by 189 · see citing works
James, C. E., Oechslin, M. S., Van De Ville, D., Hauert, C.-A., Descloux, C., & Lazeyras, F. (2014) · Brain Structure and Function · doi:10.1007/s00429-013-0504-z · Cited by 180 · see citing works
Brain Structure Links Loneliness to Social Perception
Kanai, R., Bahrami, B., Duchaine, B., Janik, A., Banissy, M. J., & Rees, G. (2012) · Current Biology · doi:10.1016/j.cub.2012.08.045 · Cited by 181 · see citing works
Self-citationStructural and Maturational Covariance in Early Childhood Brain Development
Geng, X., Li, G., Lu, Z., Gao, W., Wang, L., Shen, D., Zhu, H., & Gilmore, J. H. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw022 · Cited by 175 · see citing works
Assessing inter individual differences with task related functional neuroimaging
Lebreton, M., Bavard, S., Daunizeau, J., & Palminteri, S. (2019) · Nature Human Behaviour · doi:10.1038/s41562-019-0681-8 · Cited by 160 · see citing works
The role of diffusion MRI in neuroscience
Assaf, Y., Johansen‐Berg, H., & Thiebaut de Schotten, M. (2019) · NMR in Biomedicine · doi:10.1002/nbm.3762 · Cited by 158 · see citing works
Neural correlates of the ‘good life’: eudaimonic well-being is associated with insular cortex volume
Lewis, G. J., Kanai, R., Rees, G., & Bates, T. C. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nst032 · Cited by 157 · see citing works
Self-citationAdvanced MRI techniques to improve our understanding of experience-induced neuroplasticity
Tardif, C. L., Gauthier, C. J., Steele, C. J., Bazin, P.-L., Schäfer, A., Schaefer, A., Turner, R., & Villringer, A. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2015.08.047 · Cited by 127 · see citing works
The impact of television viewing on brain structures: Cross-sectional and longitudinal analyses
Takeuchi, H., Taki, Y., Hashizume, H., Asano, K., Asano, M., Sassa, Y., Yokota, S., Kotozaki, Y., Nouchi, R., & Kawashima, R. (2015) · Cerebral Cortex · doi:10.1093/cercor/bht315 · Cited by 140 · see citing works
Reasoning supports utilitarian resolutions to moral dilemmas across diverse measures.
Patil, I., Zucchelli, M. M., Kool, W., Campbell, S., Fornasier, F., Calò, M., Silani, G., Cikara, M., & Cushman, F. (2021) · Journal of Personality and Social Psychology · doi:10.1037/pspp0000281 · Cited by 133 · see citing works
Brain structure correlates of emotion-based rash impulsivity
Muhlert, N., & Lawrence, A. D. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.04.061 · Cited by 113 · see citing works
Hebscher, M., Levine, B., & Gilboa, A. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2017.03.029 · Cited by 112 · see citing works
He, Q., Turel, O., Brevers, D., & Bechara, A. (2017) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2017.09.003 · Cited by 109 · see citing works
Using fMRI to study reward processing in humans: past, present, and future
Wang, K. S., Smith, D. V., & Delgado, M. R. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00333.2015 · Cited by 105 · see citing works
Wang, S., Dai, J., Li, J., Wang, X., Chen, T., Yang, X., He, M., & Gong, Q. (2018) · Human Brain Mapping · doi:10.1002/hbm.23944 · Cited by 99 · see citing works
The Faces of Predictive Coding
Brodski, A., Paasch, G.-F., Helbling, S., & Wibral, M. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.1529-14.2015 · Cited by 99 · see citing works
Duncan, N. W., Wiebking, C., Tiret, B., Marjańska, M., Hayes, D. J., Lyttleton, O., Doyon, J., & Northoff, G. (2013) · PLoS ONE · doi:10.1371/journal.pone.0060312 · Cited by 95 · see citing works
Structural basis of empathy and the domain general region in the anterior insular cortex
Mutschler, I., Reinbold, C., Wankerl, J., Seifritz, E., & Ball, T. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00177 · Cited by 92 · see citing works
Structural brain correlates of human sleep oscillations
Saletin, J. M., van der Helm, E., & Walker, M. P. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.06.021 · Cited by 93 · see citing works
Cortical excitability controls the strength of mental imagery
Keogh, R., Bergmann, J., & Pearson, J. (2020) · eLife · doi:10.7554/elife.50232 · Cited by 94 · see citing works
Turel, O., He, Q., Brevers, D., & Bechara, A. (2018) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-018-0597-1 · Cited by 84 · see citing works
Metacognitive ability correlates with hippocampal and prefrontal microstructure
Allen, M., Glen, J. C., Müllensiefen, D., Schwarzkopf, D. S., Fardo, F., Frank, D., Callaghan, M. F., & Rees, G. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.02.008 · Cited by 85 · see citing works
Self-citationBesteher, B., Gaser, C., & Nenadić, I. (2020) · Neuropsychobiology · doi:10.1159/000501024 · Cited by 83 · see citing works
Ferri, F., Costantini, M., Huang, Z., Perrucci, M. G., Ferretti, A., Romani, G. L., & Northoff, G. (2015) · The Journal of Neuroscience · doi:10.1523/jneurosci.1696-15.2015 · Cited by 65 · see citing works
Colbert, C. Y., Graham, L., West, C., White, B. A., Arroliga, A. C., Myers, J. D., Ogden, P. E., Archer, J., Mohammad, Z. T. A., & Clark, J. (2015) · The American Journal of Medicine · doi:10.1016/j.amjmed.2014.11.001 · Cited by 59 · see citing works
Chung, H.-K., Tymula, A., & Glimcher, P. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.1171-17.2017 · Cited by 40 · see citing works
Neuroanatomical correlates of visual car expertise
Gilaie-Dotan, S., Harel, A., Bentin, S., Kanai, R., & Rees, G. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.05.017 · Cited by 36 · see citing works
Self-citationChanges in brain structure during learning: fact or artifact? Reply to Thomas and Baker
Fields, R. D. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2012.08.085 · Cited by 19 · see citing works
Feliu-Soler, A., Martínez-Zalacaín, I., Pérez-Aranda, A., Borràs, X., Andrés-Rodríguez, L., Sanabria-Mazo, J. P., Fayed, N., Stephan-Otto, C., Núñez, C., Soriano-Mas, C., et al. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9020374 · Cited by 8 · see citing works
Silberstein, R. B., & Bigelow, F. J. (2024) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1388049 · Cited by 5 · see citing works
- Authors
- Kanai, R., & Rees, G.
- Affiliations
- Wellcome Centre for Human Neuroimaging (GB)
- ORCID
- Rees, Geraint
- Venue
- Nature reviews. Neuroscience
- Published
- 2011-03-16
- Volume
- 12
- Issue
- 4
- Pages
- 231-242
- ISSN
- 1471-003X (ISSN-L)
- 1471-0048
- OpenAlex
- W2016876321
- Cited by
- 1,055
- References
- 196
- Citations by year
- 2026: 46 · 2025: 55 · 2024: 55 · 2023: 64 · 2022: 67 · 2021: 70 · 2020: 65 · 2019: 105 · 2018: 69 · 2017: 85 · 2016: 74 · 2015: 85 · 2014: 77 · 2013: 67 · 2012: 50
- FWCI
- 10.80
- Type
- journal article
- Language
- en
- Open access
- green
- figshare.com
- Licence
- Locations
- Nature reviews. Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Figshare (submittedVersion, cc-by)
- Funders
- Wellcome Trust (082334)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- individual differences, brain structure, grey matter, white matter, voxel-based morphometry, diffusion tensor imaging, brain-behavior relationship, perception, motor control, memory, consciousness, self-reflection
- MeSH terms
- Attention, Awareness, Behavior, Brain, Brain Mapping, Cognition, Decision Making, Humans, Individuality, Magnetic Resonance Imaging, Neuropsychological Tests, Perception, Personality, Reaction Time, Statistics as Topic
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
