Human Functional Neuroimaging of Brain Changes Associated with Practice
Open accessAbstract
The discovery that experience-driven changes in the human brain can occur from a neural to a cortical level throughout the lifespan has stimulated a proliferation of research into how neural function changes in response to experience, enabled by neuroimaging methods such as positron emission tomography and functional magnetic resonance imaging. Studies attempt to characterize these changes by examining how practice on a task affects the functional anatomy underlying performance. Results are incongruous, including patterns of increases, decreases and functional reorganization of regional activations. Following an extensive review of the practice-effects literature, we distinguish a number of factors affecting the pattern of practice effects observed, including the effects of task domain, changes at the level of behavioural and cognitive processes, the time-window of imaging and practice, and of a number of other influences and miscellaneous confounding factors. We make a novel distinction between patterns of reorganization and redistribution as effects of task practice on brain activation, and emphasize the need for careful attention to practice-related changes occurring on the behavioural, cognitive and neural levels of analysis. Finally, we suggest that functional and effective connectivity analyses may make important contributions to our understanding of changes in functional anatomy occurring as a result of practice on tasks.
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Reduced activation in SFG and R-MFG may indicate diminished control demands with training or shifts in processing mode.
“Similarly, reduced activation in the SFG and R–MFG—prefrontal nodes involved in sustained attention, updating, and interference control—may indicate diminished control demands with training or shifts in processing mode67,75,76.”
From Meta-analysis of computerised working memory training: behavioural gains, training parameters, transfer mechanisms, and neural correlates (2026) · cites this paper as [75]
Kelly and Garavan noted that decreases are often observed in prefrontal and parietal areas associated with attentional control, increases have generally been seen in premotor and motor areas during motor tasks, and a redistribution is often found in tasks where different cognitive processes operate during early and late training.
“Kelly and Garavan [51] noted that decreases are often observed in prefrontal and parietal areas associated with attentional control, increases have generally been seen in premotor and motor areas during motor tasks, and a redistribution is often found in tasks where different cognitive processes operate during early and late training [61, 63].”
From Cortical and basal ganglia contributions to habit learning and automaticity (2010) · cites this paper as [51]
Cites
An Integrative Theory of Prefrontal Cortex Function
Miller, E. K., & Cohen, J. D. (2001) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.24.1.167 · Cited by 12,803 · see citing works
A default mode of brain function
Raichle, M. E., MacLeod, A. M., Snyder, A. Z., Powers, W. J., Gusnard, D. A., & Shulman, G. L. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.98.2.676 · Cited by 12,190 · 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
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
CORTICAL PLASTICITY: From Synapses to Maps
Buonomano, D. V., & Merzenich, M. M. (1998) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.21.1.149 · Cited by 2,083 · see citing works
Increased Cortical Representation of the Fingers of the Left Hand in String Players
Elbert, T. R., Pantev, C., Wienbruch, C., Rockstroh, B. S., & Taub, E. (1995) · Science · doi:10.1126/science.270.5234.305 · Cited by 2,053 · see citing works
Functional MRI evidence for adult motor cortex plasticity during motor skill learning
Kami, A., Meyer, G., Jezzard, P., Adams, M. M., Turner, R., & Ungerleider, L. G. (1995) · Nature · doi:10.1038/377155a0 · Cited by 1,883 · see citing works
Practice-related Changes in Human Brain Functional Anatomy during Nonmotor Learning
Raichle, M. E., Fiez, J. A., Videen, T. O., MacLeod, A.-M. K., Pardo, J. V., Fox, P. T., & Petersen, S. E. (1994) · Cerebral Cortex · doi:10.1093/cercor/4.1.8 · Cited by 1,593 · see citing works
Karni, A., Meyer, G., Rey-Hipolito, C., Jezzard, P., Adams, M. M., Turner, R., & Ungerleider, L. G. (1998) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.95.3.861 · Cited by 1,387 · see citing works
Increased prefrontal and parietal activity after training of working memory
Olesen, P. J., Westerberg, H., & Klingberg, T. (2004) · Nature Neuroscience · doi:10.1038/nn1165 · Cited by 1,317 · see citing works
Training of Working Memory in Children With ADHD
Klingberg, T., Forssberg, H., & Westerberg, H. (2002) · Journal of Clinical and Experimental Neuropsychology · doi:10.1076/jcen.24.6.781.8395 · Cited by 1,225 · cited 3× · see citing works
“Furthermore, the fact that changes in horizontal connectivity may be the basis of practice-related changes in primary cortex is concordant with the observation that experience produces increases in dendritic length in posterior cortex, as discussed above (Kolb and Gibb, 2002).”
BackgroundResultPlasticity and Primary Motor Cortex
Sanes, J. N., & Donoghue, J. P. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.393 · Cited by 1,202 · see citing works
Spatial Pattern Analysis of Functional Brain Images Using Partial Least Squares
McIntosh, A. R., Bookstein, F. L., Haxby, J. V., & Grady, C. L. (1996) · NeuroImage · doi:10.1006/nimg.1996.0016 · Cited by 1,095 · see citing works
Central mechanisms of motor skill learning
Hikosaka, O., Nakamura, K., Sakai, K., & Nakahara, H. (2002) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(02)00307-0 · Cited by 1,023 · see citing works
Neural Correlates of Motor Memory Consolidation
Shadmehr, R., & Holcomb, H. H. (1997) · Science · doi:10.1126/science.277.5327.821 · Cited by 1,022 · see citing works
Learning-Induced LTP in Neocortex
Rioult-Pedotti, M.-S., Friedman, D. J., & Donoghue, J. P. (2000) · Science · doi:10.1126/science.290.5491.533 · Cited by 1,014 · see citing works
The musician's brain as a model of neuroplasticity
Münte, T. F., ALTENMÜLLER, E. O., & Jäncke, L. (2002) · Nature reviews. Neuroscience · doi:10.1038/nrn843 · Cited by 950 · see citing works
An adaptive coding model of neural function in prefrontal cortex
Duncan, J. (2001) · Nature Reviews Neuroscience · doi:10.1038/35097575 · Cited by 874 · see citing works
Increased auditory cortical representation in musicians
Pantev, C., Oostenveld, R., Engelien, A., Roß, B., Roberts, L. E., & Hoke, M. (1998) · Nature · doi:10.1038/33918 · Cited by 851 · see citing works
Structural equation modeling and its application to network analysis in functional brain imaging
McLntosh, A. R., & Gonzalez-Lima, F. (1994) · Human Brain Mapping · doi:10.1002/hbm.460020104 · Cited by 848 · see citing works
Parallel neural networks for learning sequential procedures
Hikosaka, O., Nakahara, H., Rand, M. K., Sakai, K., Lu, X., Nakamura, K., Miyachi, S., & Doya, K. (1999) · Trends in Neurosciences · doi:10.1016/s0166-2236(99)01439-3 · Cited by 799 · see citing works
Büchel, C. (1997) · Cerebral Cortex · doi:10.1093/cercor/7.8.768 · Cited by 794 · see citing works
Kolb, B. E., & Whishaw, I. Q. (1998) · Annual Review of Psychology · doi:10.1146/annurev.psych.49.1.43 · Cited by 781 · see citing works
Functional mapping of sequence learning in normal humans
Grafton, S. T., Hazeltine, E., & Ivry, R. (1995) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1995.7.4.497 · Cited by 720 · see citing works
Strengthening of horizontal cortical connections following skill learning
Rioult-Pedotti, M. S., Friedman, D. J., Hess, G., & Donoghue, J. P. (1998) · Nature Neuroscience · doi:10.1038/678 · Cited by 703 · see citing works
Plasticity of the sensorimotor cortex representation of the reading finger in Braille readers
Pascual‐Leone, Á., & Torres, F. (1993) · Brain · doi:10.1093/brain/116.1.39 · Cited by 654 · see citing works
Imaging brain plasticity during motor skill learning
Ungerleider, L. (2002) · Neurobiology of Learning and Memory · doi:10.1006/nlme.2002.4091 · Cited by 641 · see citing works
Anatomy of motor learning. I. Frontal cortex and attention to action
Jueptner, M., Stephan, K. M., Frith, C. D., Brooks, D. J., Frackowiak, R. S. J., & Passingham, R. E. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.77.3.1313 · Cited by 624 · see citing works
Functional anatomy of human procedural learning determined with regional cerebral blood flow and PET
Grafton, S., Mazziotta, J., Presty, S., Friston, K., Frackowiak, R., & Phelps, M. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-07-02542.1992 · Cited by 607 · cited 2× · see citing works
“For example, Grafton et al. (1992) practised subjects only briefly on a SRT task and saw general increases across the task network, contrary to the pattern of decreases in prefrontal and parietal control areas that would be expected.”
BackgroundKleim, J. A., Hogg, T. M., VandenBerg, P. M., Cooper, N. R., Hines, R. M., & Remple, M. S. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.3440-03.2004 · Cited by 595 · see citing works
Neural Activity in the Primate Prefrontal Cortex during Associative Learning
Asaad, W. F., Rainer, G., & Miller, E. K. (1998) · Neuron · doi:10.1016/s0896-6273(00)80658-3 · Cited by 593 · see citing works
Selective representation of relevant information by neurons in the primate prefrontal cortex
Rainer, G., Asaad, W. F., & Miller, E. K. (1998) · Nature · doi:10.1038/31235 · Cited by 585 · see citing works
Rypma, B., & D’Esposito, M. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.11.6558 · Cited by 543 · see citing works
The effects of practice on the functional anatomy of task performance
Petersen, S. E., Mier, H. I. V., Fiez, J. A., & Raichle, M. E. (1998) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.95.3.853 · Cited by 530 · see citing works
Haier, R. J., Siegel, B. V., MacLachlan, A., Soderling, E., Lottenberg, S., & Buchsbaum, M. S. (1992) · Brain Research · doi:10.1016/0006-8993(92)90573-r · Cited by 493 · see citing works
Experience-dependent changes in cerebellar contributions to motor sequence learning
Doyon, J., Song, A. W., Karni, A., Lalonde, F. M., Adams, M. M., & Ungerleider, L. G. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.022615199 · Cited by 478 · see citing works
Transition of Brain Activation from Frontal to Parietal Areas in Visuomotor Sequence Learning
Sakai, K., Hikosaka, O., Miyauchi, S., Takino, R., Sasaki, Y., & Pütz, B. (1998) · Journal of Neuroscience · doi:10.1523/jneurosci.18-05-01827.1998 · Cited by 468 · see citing works
Beyond Phrenology: What Can Neuroimaging Tell Us About Distributed Circuitry?
Friston, K. (2002) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.25.112701.142846 · Cited by 465 · see citing works
Attention and stimulus characteristics determine the locus of motor-sequence encoding. A PET study
Hazeltine, E. (1997) · Brain · doi:10.1093/brain/120.1.123 · Cited by 459 · see citing works
The Predictive Value of Changes in Effective Connectivity for Human Learning
Büchel, C., Coull, J. T., & Friston, K. J. (1999) · Science · doi:10.1126/science.283.5407.1538 · Cited by 447 · cited 7× · see citing works
“This suggestion is supported by studies showing changes in connectivity between regions as activity within those regions decreased as a result of learning (Buchel et al., 1999; McIntosh et al., 1999).”
BackgroundResultInfluentialThe brain of musicians. A model for functional and structural adaptation.
Gottfried Schlaug, A. (2001) · PubMed · Cited by 415 · see citing works
The Time Course of Changes during Motor Sequence Learning: A Whole-Brain fMRI Study
Toni, I., Krams, M., Turner, R., & Passingham, R. E. (1998) · NeuroImage · doi:10.1006/nimg.1998.0349 · Cited by 411 · see citing works
Imaging Brain Plasticity: Conceptual and Methodological Issues— A Theoretical Review
Poldrack, R. A. (2000) · NeuroImage · doi:10.1006/nimg.2000.0596 · Cited by 409 · see citing works
Korman, M., Raz, N., Flash, T., & Karni, A. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2035019100 · Cited by 378 · see citing works
Mapping Cognition to the Brain Through Neural Interactions
McIntosh, A. R. (1999) · Memory · doi:10.1080/096582199387733 · Cited by 374 · see citing works
Dynamic cortical involvement in implicit and explicit motor sequence learning. A PET study
Honda, M. (1998) · Brain · doi:10.1093/brain/121.11.2159 · Cited by 370 · see citing works
The Influence of Working-Memory Demand and Subject Performance on Prefrontal Cortical Activity
Rypma, B., Berger, J. S., & D’Esposito, M. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/08989290260138627 · Cited by 364 · see citing works
Gottfried Schlaug, A. (2001) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2001.tb05739.x · Cited by 348 · see citing works
Doyon, J., Owen, A. M., Petrides, M., Sziklas, V., & Evans, A. C. (1996) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.1996.tb01249.x · Cited by 326 · see citing works
Functional anatomical correlates of controlled and automatic processing
Jansma, J. M., Ramsey, N. F., Slagter, H. A., & Kahn, R. S. (2001) · Journal of Cognitive Neuroscience · doi:10.1162/08989290152541403 · Cited by 281 · see citing works
Hund‐Georgiadis, M., & von Cramon, D. Y. (1999) · Experimental Brain Research · doi:10.1007/s002210050698 · Cited by 264 · see citing works
Chen, L. L., & Wise, S. P. (1995) · Journal of Neurophysiology · doi:10.1152/jn.1995.73.3.1101 · Cited by 250 · see citing works
Changes in brain activation during the acquisition of a new bimanual coordination task
Debaere, F., Wenderoth, N., Sunaert, S. G., Hecke, P. V., & Swinnen, S. P. (2004) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2003.12.010 · Cited by 246 · see citing works
Characterizing the neural mechanisms of skill learning and repetition priming
Poldrack, R. A., & Gabrieli, J. D. E. (2001) · Brain · doi:10.1093/brain/124.1.67 · Cited by 244 · see citing works
The neural basis of visual skill learning: an fMRI study of mirror reading
Poldrack, R. (1998) · Cerebral Cortex · doi:10.1093/cercor/8.1.1 · Cited by 224 · see citing works
Mier, H. I. V., Tempel, L. W., Perlmutter, J. S., Raichle, M. E., & Petersen, S. E. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.80.4.2177 · Cited by 222 · see citing works
Cerebellum Activation Associated with Performance Change but Not Motor Learning
Seidler, R. D., Purushotham, A., Kim, S.-G., Uǧurbil, K., Willingham, D. T., & Ashe, J. (2002) · Science · doi:10.1126/science.1068524 · Cited by 216 · see citing works
Dissecting Contributions of Prefrontal Cortex and Fusiform Face Area to Face Working Memory
Druzgal, T. J., & D’Esposito, M. (2003) · Journal of Cognitive Neuroscience · doi:10.1162/089892903322370708 · Cited by 213 · see citing works
Learning arbitrary visuomotor associations: temporal dynamic of brain activity
Toni, I., Ramnani, N., Josephs, O., Ashburner, J., & Passingham, R. E. (2001) · NeuroImage · doi:10.1006/nimg.2001.0894 · Cited by 210 · see citing works
Specific versus Nonspecific Brain Activity in a Parametric N-Back Task
Jansma, J. M., Ramsey, N. F., Coppola, R., & Kahn, R. S. (2000) · NeuroImage · doi:10.1006/nimg.2000.0645 · Cited by 207 · see citing works
Interactions of Prefrontal Cortex in Relation to Awareness in Sensory Learning
McIntosh, A. R., Rajah, M. N., & Lobaugh, N. J. (1999) · Science · doi:10.1126/science.284.5419.1531 · Cited by 184 · see citing works
The complex structure of a simple memory
Wolpaw, J. R. (1997) · Trends in Neurosciences · doi:10.1016/s0166-2236(97)01133-8 · Cited by 181 · see citing works
Plasticity of cortical activation related to working memory during training
Hempel, A., Giesel, F. L., Garcia Caraballo, N. M., Amann, M., Meyer, H., Wüstenberg, T., Essig, M., & Schröder, J. (2004) · American Journal of Psychiatry · doi:10.1176/appi.ajp.161.4.745 · Cited by 177 · see citing works
Learning-related Neuronal Responses in Prefrontal Cortex Studied with Functional Neuroimaging
Fletcher, P. C. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.2.168 · Cited by 177 · see citing works
Changes of Cortico-striatal Effective Connectivity during Visuomotor Learning
Toni, I. (2002) · Cerebral Cortex · doi:10.1093/cercor/12.10.1040 · Cited by 163 · see citing works
Schiltz, C., Bodart, J.-M., Dubois, S., Dejardin, S., Michel, C. J., Roucoux, A., Crommelinck, M., & Orban, G. A. (1999) · NeuroImage · doi:10.1006/nimg.1998.0394 · Cited by 153 · see citing works
A functional MRI study of the influence of practice on component processes of working memory
Landau, S. M., Schumacher, E. H., Garavan, H., Druzgal, T. J., & D’Esposito, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.003 · Cited by 152 · see citing works
Self-citationBeauchamp, M. H., Dagher, A., Aston, J. A. D., & Doyon, J. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.07.003 · Cited by 148 · see citing works
Modulation of Neural Activity during Object Naming: Effects of Time and Practice
van Turennout, M. (2003) · Cerebral Cortex · doi:10.1093/cercor/13.4.381 · Cited by 146 · see citing works
How does practice makes perfect?
Jonides, J. (2004) · Nature Neuroscience · doi:10.1038/nn0104-10 · Cited by 140 · see citing works
Long-term adaptation to dynamics of reaching movements: a PET study
Nezafat, R., Shadmehr, R., & Holcomb, H. H. (2001) · Experimental Brain Research · doi:10.1007/s002210100787 · Cited by 140 · see citing works
Assessing interactions among neuronal systems using functional neuroimaging
Büchel, C., & Friston, K. J. (2000) · Neural Networks · doi:10.1016/s0893-6080(00)00066-6 · Cited by 138 · see citing works
Iacoboni, M., Woods, R. P., & Mazziotta, J. C. (1996) · Journal of Neurophysiology · doi:10.1152/jn.1996.76.1.321 · Cited by 135 · see citing works
Hikosaka, O., Miyashita, K., Miyachi, S., Sakai, K., & Lu, X. (1998) · Neurobiology of Learning and Memory · doi:10.1006/nlme.1998.3844 · Cited by 134 · see citing works
II. PET Studies of Memory: Novel versus Practiced Free Recall of Word Lists
Andreasen, N. C., OʼLeary, D. S., Cizadlo, T., Arndt, S. V., Rezai, K., Watkins, G. L., Ponto, L. L. B., & Hichwa, R. D. (1995) · NeuroImage · doi:10.1006/nimg.1995.1037 · Cited by 132 · see citing works
Intelligence and individual differences in becoming neurally efficient
Neubauer, A. C., Grabner, R. H., Freudenthaler, H. H., Beckmann, J. F., & Guthke, J. (2004) · Acta Psychologica · doi:10.1016/j.actpsy.2003.11.005 · Cited by 123 · see citing works
Glabus, M. F. (2003) · Cerebral Cortex · doi:10.1093/cercor/bhg082 · Cited by 118 · see citing works
The effect of encoding strategy on the neural correlates of memory for faces
Bernstein, L. J. (2002) · Neuropsychologia · doi:10.1016/s0028-3932(01)00070-7 · Cited by 101 · see citing works
I. PET Studies of Memory: Novel and Practiced Free Recall of Complex Narratives
Andreasen, N. C., OʼLeary, D. S., Arndt, S. V., Cizadlo, T., Rezai, K., Watkins, G. L., Ponto, L. L. B., & Hichwa, R. D. (1995) · NeuroImage · doi:10.1006/nimg.1995.1036 · Cited by 99 · see citing works
Neurophysiological factors in human information processing capacity
Ramsey, N. F. (2003) · Brain · doi:10.1093/brain/awh060 · Cited by 96 · see citing works
Kassubek, J., Schmidtke, K., Kimmig, H., Lücking, C. H., & Greenlee, M. W. (2001) · Cognitive Brain Research · doi:10.1016/s0926-6410(00)00037-9 · Cited by 67 · see citing works
Understanding Neural Interactions in Learning and Memory Using Functional Neuroimaging
McIntosh, A. R. (1998) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1998.tb10625.x · Cited by 64 · see citing works
Petersson, K. M., Elfgren, C., & Ingvar, M. (1999) · Neuropsychologia · doi:10.1016/s0028-3932(98)00152-3 · Cited by 59 · see citing works
Effects of practice on executive control investigated with fMRI
Weissman, D. H., Woldorff, M. G., Hazlett, C. J., & Mangun, G. R. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00215-x · Cited by 51 · see citing works
Frutiger, S. A., Strother, S. C., Anderson, J. R., Sidtis, J. J., Arnold, J. B., & Rottenberg, D. A. (2000) · NeuroImage · doi:10.1006/nimg.2000.0644 · Cited by 37 · see citing works
Frontal Lobe Plasticity and Behavior
Kolb, B. E., & Gibb, R. L. (2002) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195134971.003.0032 · Cited by 36 · see citing works
Task analysis complements neuroimaging: an example from working memory research
Meegan, D. V., Purc‐Stephenson, R. J., Honsberger, M. J. M., & Topan, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.10.011 · Cited by 32 · see citing works
Schiltz, C., Bodart, J.-M., Michel, C. J., & Crommelinck, M. (2001) · Cortex · doi:10.1016/s0010-9452(08)70571-9 · Cited by 26 · see citing works
Friedman (2000) · doi:10.1002/1097-0029(20001001)51:1
Bush (1998) · doi:10.1002/(sici)1097-0193(1998)6:4
Flagged first, then by citations
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Sorted by citations
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Dayan, E., & Cohen, L. G. (2011) · Neuron · doi:10.1016/j.neuron.2011.10.008 · Cited by 1,408 · see citing works
A new look at habits and the habit-goal interface.
Wood, W., & Neal, D. T. (2007) · Psychological Review · doi:10.1037/0033-295x.114.4.843 · Cited by 1,470 · see citing works
Beneficial effects of physical exercise on neuroplasticity and cognition
Hötting, K., & Röder, B. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.04.005 · Cited by 991 · see citing works
Rebok, G. W., Ball, K., Guey, L. T., Jones, R. N., Kim, H., King, J. W., Marsiske, M., Morris, J. N., Tennstedt, S. L., Unverzagt, F. W., et al. (2014) · Journal of the American Geriatrics Society · doi:10.1111/jgs.12607 · Cited by 965 · see citing works
Insights into the neural basis of response inhibition from cognitive and clinical neuroscience
Chambers, C. D., Garavan, H., & Bellgrove, M. A. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.08.016 · Cited by 938 · see citing works
Self-citationIntelligence and neural efficiency
Neubauer, A. C., & Fink, A. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.04.001 · Cited by 878 · see citing works
A theoretical framework for the study of adult cognitive plasticity
Lövdén, M., Bäckman, L., Lindenberger, U., Schaefer, S., & Schmiedek, F. (2010) · Psychological Bulletin · doi:10.1037/a0020080 · Cited by 731 · see citing works
Morrison, A. B., & Chein, J. M. (2011) · Psychonomic Bulletin & Review · doi:10.3758/s13423-010-0034-0 · Cited by 723 · see citing works
Learning-induced autonomy of sensorimotor systems
Bassett, D. S., Yang, M., Wymbs, N. F., & Grafton, S. T. (2015) · Nature Neuroscience · doi:10.1038/nn.3993 · Cited by 603 · see citing works
The influence of substance use on adolescent brain development
Squeglia, L. M., Jacobus, J., & Tapert, S. F. (2009) · Clinical EEG and Neuroscience · doi:10.1177/155005940904000110 · Cited by 542 · see citing works
Developing Mechanisms of Self-Regulation in Early Life
Rothbart, M. K., Sheese, B. E., Rueda, M. R., & Posner, M. I. (2011) · Emotion Review · doi:10.1177/1754073910387943 · Cited by 538 · see citing works
“Some of these effects are similar to what has often been found in adults with practice, with practice reducing the number and size of brain activations (see Kelly & Garavan, 2005, for a review).”
ResultCortical and basal ganglia contributions to habit learning and automaticity
Ashby, F. G., Turner, B. O., & Horvitz, J. C. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.02.001 · Cited by 481 · see citing works
Infraslow LFP correlates to resting-state fMRI BOLD signals
Pan, W.-J., Thompson, G. J., Magnuson, M. E., Jaeger, D., & Keilholz, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.02.035 · Cited by 231 · see citing works
Neural correlates of training-related working-memory gains in old age
Brehmer, Y., Rieckmann, A., Bellander, M., Westerberg, H., Fischer, H., & Bäckman, L. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.06.079 · Cited by 218 · see citing works
Functional brain connectivity at rest changes after working memory training
Jolles, D. D., van Buchem, M. A., Crone, E. A., & Rombouts, S. A. R. B. (2013) · Human Brain Mapping · doi:10.1002/hbm.21444 · Cited by 183 · see citing works
McMorris, T. (2016) · Physiology & Behavior · doi:10.1016/j.physbeh.2016.08.011 · Cited by 188 · see citing works
Adult age differences in functional connectivity during executive control
Madden, D. J., Costello, M. C., Dennis, N. A., Davis, S. W., Shepler, A. M., Spaniol, J., Bucur, B., & Cabeza, R. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.04.249 · Cited by 152 · see citing works
Yuksel, B. F., Oleson, K. B., Harrison, L., Peck, E. M., Afergan, D., Chang, R., & Jacob, R. J. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858388 · Cited by 137 · see citing works
“More recently, brain imaging studies have examined changes in brain function associated with improvements in performance of tasks [15, 38, 5, 25].”
BackgroundTraining-induced behavioral and brain plasticity in inhibitory control.
Spierer, L., Chavan, C. F., & Manuel, A. L. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00427 · Cited by 132 · see citing works
Jolles, D. D., Grol, M. J., Van Buchem, M. A., Rombouts, S. A. R. B., & Crone, E. A. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.04.028 · Cited by 122 · see citing works
The impact of auditory working memory training on the fronto-parietal working memory network
Schneiders, J. A., Opitz, B., Tang, H., Deng, Y., Xie, C., Li, H., & Mecklinger, A. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00173 · Cited by 91 · see citing works
Neural correlates of testing effects in vocabulary learning
van den Broek, G. S. E., Takashima, A., Segers, E., Fernández, G., & Verhoeven, L. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.03.071 · Cited by 85 · see citing works
Conflicted between goal-directed and habitual control, an fMRI investigation
Watson, P., van Wingen, G., & de Wit, S. (2018) · eneuro · doi:10.1523/eneuro.0240-18.2018 · Cited by 84 · see citing works
Manuel, A. L., Bernasconi, F., & Spierer, L. (2013) · Cortex · doi:10.1016/j.cortex.2012.12.009 · Cited by 78 · see citing works
Harrison, J., Izzetoglu, K., Ayaz, H., Willems, B., Hah, S., Ahlstrom, U., Woo, H., Shewokis, P. A., Bunce, S. C., & Onaral, B. (2014) · IEEE Transactions on Human-Machine Systems · doi:10.1109/thms.2014.2319822 · Cited by 71 · see citing works
The effect of practice on a sustained attention task in cocaine abusers.
Goldstein, R. Z., Tomasi, D., Alia-Klein, N., Zhang, L., Telang, F., & Volkow, N. D. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.12.004 · Cited by 67 · see citing works
The mechanisms of far transfer from cognitive training: Review and hypothesis.
Greenwood, P. M., & Parasuraman, R. (2016) · Neuropsychology · doi:10.1037/neu0000235 · Cited by 62 · see citing works
Sequence learning in pianists and nonpianists: An fMRI study of motor expertise
LANDAU, S. M., & D'ESPOSITO, M. (2006) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.6.3.246 · Cited by 62 · see citing works
Functional developmental changes underlying response inhibition and error-detection processes
Braet, W., Johnson, K. A., Tobin, C. T., Acheson, R., Bellgrove, M. A., Robertson, I. H., & Garavan, H. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.07.018 · Cited by 61 · see citing works
Self-citationIntervention-induced enhancement in intrinsic brain activity in healthy older adults
Yin, S., Zhu, X., Li, R., Niu, Y., Wang, B., Zheng, Z., Huang, X., Huo, L., & Li, J. (2014) · Scientific Reports · doi:10.1038/srep07309 · Cited by 57 · see citing works
Multimodal neurocognitive markers of interoceptive tuning in smoked cocaine
de la Fuente, A., Sedeño, L., Vignaga, S. S., Ellmann, C., Sonzogni, S., Belluscio, L., García-Cordero, I., Castagnaro, E., Boano, M., Cetkovich, M., et al. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0370-3 · Cited by 55 · see citing works
Cognitive Remediation in Schizophrenia
Kaneko, Y., & Keshavan, M. (2012) · Clinical Psychopharmacology and Neuroscience · doi:10.9758/cpn.2012.10.3.125 · Cited by 51 · see citing works
The effect of sublexical and lexical frequency on speech production: an fMRI investigation
Shuster, L. I. (2009) · Brain and Language · doi:10.1016/j.bandl.2009.06.003 · Cited by 32 · see citing works
Action selection in complex routinized sequential behaviors.
Ruh, N., Cooper, R. P., & Mareschal, D. (2010) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/a0017608 · Cited by 31 · see citing works
Ammar, A., Trabelsi, K., Boujelbane, M. A., Boukhris, O., Glenn, J. M., Chtourou, H., & Schöllhorn, W. I. (2023) · Educational Research Review · doi:10.1016/j.edurev.2023.100537 · Cited by 23 · see citing works
Neural correlates of working memory training: An fMRI meta-analysis
Zhang, Y., Fu, J., & Zhao, X. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120885 · Cited by 20 · see citing works
Li, G., Liu, Y., & Chen, A. (2026) · npj Digital Medicine · doi:10.1038/s41746-026-02478-9 · Cited by 2 · see citing works
“Similarly, reduced activation in the SFG and R – MFG — prefrontal nodes involved in sustained attention, updating, and interference control — may indicate diminished control demands with training or shifts in processing mode 67,75,76 .”
- Authors
- Kelly, A. M. C., & Garavan, H.
- Affiliations
- Medical College of Wisconsin (US)
- ORCID
- Garavan, Hugh
- Venue
- Cerebral Cortex
- Publisher
- Oxford University Press (OUP)
- Published
- 2004-12-22
- Volume
- 15
- Issue
- 8
- Pages
- 1089-1102
- ISSN
- 1047-3211 (ISSN-L)
- 1460-2199
- OpenAlex
- W2118789511
- Cited by
- 752
- References
- 90
- Citations by year
- 2026: 28 · 2025: 30 · 2024: 28 · 2023: 22 · 2022: 33 · 2021: 28 · 2020: 42 · 2019: 37 · 2018: 30 · 2017: 40 · 2016: 51 · 2015: 36 · 2014: 47 · 2013: 46 · 2012: 45
- FWCI
- 1.31
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- cc-by-nc-sa
- Locations
- Cerebral Cortex (publishedVersion)
- PubMed (publishedVersion)
- Arrow@dit (Dublin Institute of Technology) (submittedVersion, cc-by-nc-sa)
- Trinity's Access to Research Output (TARA) (Trinity College Dublin) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Keywords
- practice effects, functional reorganization, task practice, functional connectivity, effective connectivity, task domain, cognitive processes, behavioural processes
- MeSH terms
- Animals, Brain, Diagnostic Imaging, Humans, Neuronal Plasticity, Practice, Psychological, Psychomotor Performance
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