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Flexible Cognitive Strategies during Motor Learning
Open accessAbstract
Visuomotor rotation tasks have proven to be a powerful tool to study adaptation of the motor system. While adaptation in such tasks is seemingly automatic and incremental, participants may gain knowledge of the perturbation and invoke a compensatory strategy. When provided with an explicit strategy to counteract a rotation, participants are initially very accurate, even without on-line feedback. Surprisingly, with further testing, the angle of their reaching movements drifts in the direction of the strategy, producing an increase in endpoint errors. This drift is attributed to the gradual adaptation of an internal model that operates independently from the strategy, even at the cost of task accuracy. Here we identify constraints that influence this process, allowing us to explore models of the interaction between strategic and implicit changes during visuomotor adaptation. When the adaptation phase was extended, participants eventually modified their strategy to offset the rise in endpoint errors. Moreover, when we removed visual markers that provided external landmarks to support a strategy, the degree of drift was sharply attenuated. These effects are accounted for by a setpoint state-space model in which a strategy is flexibly adjusted to offset performance errors arising from the implicit adaptation of an internal model. More generally, these results suggest that strategic processes may operate in many studies of visuomotor adaptation, with participants arriving at a synergy between a strategic plan and the effects of sensorimotor adaptation.
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“However, when adaptation is allowed to progress over a large number of trials, task performance errors plateau and then decrease (Taylor and Ivry, 2011; Figure 1C).”
From Cerebellum, Predictions and Errors (2019) · cites this paper as Taylor and Ivry, 2011
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“Recent work has emphasized that controlling and learning self-directed motor behaviors involves both an implicit forward model of the effector and an explicit model of the task (Taylor and Ivry, 2011; Streng et al., 2018b; see Figure 1F).”
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Cites
A Simplex Method for Function Minimization
Nelder, J. A., & Mead, R. (1965) · The Computer Journal · doi:10.1093/comjnl/7.4.308 · Cited by 28,905
Reinforcement Learning: An Introduction
Sutton, R. S., & Barto, A. G. (1998) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.1998.712192 · Cited by 27,225
Reinforcement Learning: An Introduction
Sutton, R. S., & Barto, A. (2005) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.2004.842673 · Cited by 25,268
Humans integrate visual and haptic information in a statistically optimal fashion
Ernst, M. O., & Banks, M. S. (2002) · Nature · doi:10.1038/415429a · Cited by 4,844
Adaptive representation of dynamics during learning of a motor task
Shadmehr, R., & Mussa-Ivaldi, F. (1994) · The Journal of Neuroscience · doi:10.1523/jneurosci.14-05-03208.1994 · Cited by 2,612
Statistical Analysis of Circular Data.
LANGE, N. D., & Fisher, N. I. (1995) · Journal of the American Statistical Association · doi:10.2307/2291098 · Cited by 2,155
Statistical Analysis of Circular Data
Fisher, N. I. (1993) · Cambridge University Press eBooks · doi:10.1017/cbo9780511564345 · Cited by 1,826
Brogan, W. L. (1971) · International Linear Collider · Cited by 1,206
Interacting adaptive processes with different timescales underlie short-term motor learning
Smith, M. A., Ghazizadeh, A., & Shadmehr, R. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040179 · Cited by 1,113
Causal Inference in Multisensory Perception
Körding, K. P., Beierholm, U., Ma, W. J., Quartz, S., Tenenbaum, J. B., & Shams, L. (2007) · PLoS ONE · doi:10.1371/journal.pone.0000943 · Cited by 1,069
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Taylor, J. A., Krakauer, J. W., & Ivry, R. B. (2014) · The Journal of Neuroscience · doi:10.1523/jneurosci.3619-13.2014 · Cited by 768
Self-citationKrakauer, J. W., Hadjiosif, A. M., Xu, J., Wong, A. L., & Haith, A. M. (2019) · Comprehensive physiology · doi:10.1002/cphy.c170043 · Cited by 918
Human sensorimotor learning: adaptation, skill, and beyond
Krakauer, J. W., & Mazzoni, P. (2011) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.06.012 · Cited by 558
Flexible explicit but rigid implicit learning in a visuomotor adaptation task
Bond, K. M., & Taylor, J. A. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00009.2015 · Cited by 269
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Morehead, J. R., Taylor, J. A., Parvin, D. E., & Ivry, R. B. (2017) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01108 · Cited by 284
Self-citationTaking aim at the cognitive side of learning in sensorimotor adaptation tasks
McDougle, S. D., Ivry, R. B., & Taylor, J. A. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.05.002 · Cited by 236
Self-citationModel-Based and Model-Free Mechanisms of Human Motor Learning
Haith, A. M., & Krakauer, J. W. (2013) · Advances in Experimental Medicine and Biology · doi:10.1007/978-1-4614-5465-6_1 · Cited by 263
Perge, J. A., Homer, M. L., Malik, W. Q., Cash, S., Eskandar, E., Friehs, G., Donoghue, J. P., & Hochberg, L. R. (2013) · Journal of Neural Engineering · doi:10.1088/1741-2560/10/3/036004 · Cited by 243
The role of strategies in motor learning
Taylor, J. A., & Ivry, R. B. (2012) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2011.06430.x · Cited by 242
Self-citationNeurocognitive Contributions to Motor Skill Learning: The Role of Working Memory
Seidler, R. D., Bo, J., & Anguera, J. A. (2012) · Journal of Motor Behavior · doi:10.1080/00222895.2012.672348 · Cited by 233
Savings upon Re-Aiming in Visuomotor Adaptation
Morehead, J. R., Qasim, S. E., Crossley, M. J., & Ivry, R. B. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.1046-15.2015 · Cited by 215
Self-citationCerebellar and Prefrontal Cortex Contributions to Adaptation, Strategies, and Reinforcement Learning
Taylor, J. A., & Ivry, R. B. (2014) · Progress in brain research · doi:10.1016/b978-0-444-63356-9.00009-1 · Cited by 225
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Popa, L. S., & Ebner, T. J. (2019) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2018.00524 · Cited by 191
Dual-process decomposition in human sensorimotor adaptation
Huberdeau, D. M., Krakauer, J. W., & Haith, A. M. (2015) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2015.03.003 · Cited by 161
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Kim, H. E., Morehead, J. R., Parvin, D. E., Moazzezi, R., & Ivry, R. B. (2018) · Communications Biology · doi:10.1038/s42003-018-0021-y · Cited by 158
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Anguera, J. A., Bernard, J. A., Jaeggi, S. M., Buschkuehl, M., Benson, B. L., Jennett, S., Humfleet, J., Reuter-Lorenz, P. A., Jonides, J., & Seidler, R. D. (2012) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.11.040 · Cited by 115
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Self-citationTelgen, S., Parvin, D. E., & Diedrichsen, J. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.5306-13.2014 · Cited by 137
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Self-citationButcher, P. A., Ivry, R. B., Kuo, S.-H., Rydz, D., Krakauer, J. W., & Taylor, J. A. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00451.2017 · Cited by 119
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Brudner, S. N., Kethidi, N., Graeupner, D., Ivry, R. B., & Taylor, J. A. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00066.2015 · Cited by 119
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Werner, S., van Aken, B. C., Hulst, T., Frens, M. A., van der Geest, J. N., Strüder, H. K., & Donchin, O. (2015) · PLoS ONE · doi:10.1371/journal.pone.0123321 · Cited by 113
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Intentions: The dynamic hierarchical model revisited
Mylopoulos, M. I., & Pacherie, É. (2018) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1481 · Cited by 116
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Kim, H. E., Avraham, G., & Ivry, R. B. (2020) · Annual Review of Psychology · doi:10.1146/annurev-psych-010419-051053 · Cited by 118
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Trewartha, K. M., Garcia, A. A., Wolpert, D. M., & Flanagan, J. R. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.1489-14.2014 · Cited by 105
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Toglia, J., Rodger, S., & Polatajko, H. (2012) · Canadian journal of occupational therapy. Revue canadienne d'ergotherapie · doi:10.2182/cjot.2012.79.4.4 · Cited by 82
Skilled Action and the Double Life of Intention
Shepherd, J. (2017) · Philosophy and Phenomenological Research · doi:10.1111/phpr.12433 · Cited by 105
Internal model recalibration does not deteriorate with age while motor adaptation does
Vandevoorde, K., & de Xivry, J. O. (2019) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2019.03.020 · Cited by 105
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Huberdeau, D. M., Haith, A. M., & Krakauer, J. W. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00369.2015 · Cited by 93
Interactions between sensory prediction error and task error during implicit motor learning
Tsay, J. S., Haith, A. M., Ivry, R. B., & Kim, H. E. (2022) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1010005 · Cited by 105
Self-citationMiall, R. C., Kitchen, N. M., Nam, S.-H., Lefumat, H. Z., Renault, A. G., Ørstavik, K., Cole, J. D., & Sarlegna, F. R. (2018) · Experimental Brain Research · doi:10.1007/s00221-018-5289-0 · Cited by 95
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Self-citationSchlerf, J. E., Xu, J., Klemfuss, N. M., Griffiths, T. L., & Ivry, R. B. (2012) · Journal of Neurophysiology · doi:10.1152/jn.00654.2011 · Cited by 95
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Taylor, J. A., Wojaczynski, G. J., & Ivry, R. B. (2011) · Journal of Neurophysiology · doi:10.1152/jn.01008.2010 · Cited by 80
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Yang, C. S., Cowan, N. J., & Haith, A. M. (2021) · eLife · doi:10.7554/elife.62578 · Cited by 81
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Schween, R., & Hegele, M. (2017) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2017.02.015 · Cited by 78
Maresch, J., Werner, S., & Donchin, O. (2020) · European Journal of Neuroscience · doi:10.1111/ejn.14945 · Cited by 88
Task Errors Drive Memories That Improve Sensorimotor Adaptation
Leow, L., Marinovic, W., de Rugy, A., & Carroll, T. J. (2020) · Journal of Neuroscience · doi:10.1523/jneurosci.1506-19.2020 · Cited by 74
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Leow, L., Marinovic, W., de Rugy, A., & Carroll, T. J. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.14213 · Cited by 84
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Codol, O., Holland, P. J., & Galea, J. M. (2018) · Scientific Reports · doi:10.1038/s41598-018-27378-1 · Cited by 74
The effect of visual uncertainty on implicit motor adaptation
Tsay, J. S., Avraham, G., Kim, H. E., Parvin, D. E., Wang, Z., & Ivry, R. B. (2020) · Journal of Neurophysiology · doi:10.1152/jn.00493.2020 · Cited by 71
Self-citationHeuer, H., & Hegele, M. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00043.2011 · Cited by 73
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Fundamental processes in sensorimotor learning: Reasoning, refinement, and retrieval
Tsay, J. S., Kim, H. E., McDougle, S. D., Taylor, J. A., Haith, A. M., Avraham, G., Krakauer, J. W., Collins, A. G. E., & Ivry, R. B. (2024) · eLife · doi:10.7554/elife.91839 · Cited by 80
Self-citationWolpe, N., Ingram, J. N., Tsvetanov, K. A., Henson, R. N., Wolpert, D. M., TYLER, L. K., Brayne, C., Bullmore, E. T., Calder, A. C., Cusack, R., et al. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2020.02.016 · Cited by 69
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Block, H. J., & Bastian, A. J. (2012) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2012.03.034 · Cited by 69
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de Brouwer, A. J., Albaghdadi, M., Flanagan, J. R., & Gallivan, J. P. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00113.2018 · Cited by 65
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Castro, L. N. G., Monsen, C. B., & Smith, M. A. (2011) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002052 · Cited by 62
Continuous reports of sensed hand position during sensorimotor adaptation
Tsay, J. S., Parvin, D. E., & Ivry, R. B. (2020) · Journal of Neurophysiology · doi:10.1152/jn.00242.2020 · Cited by 59
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Hutter, S. A., & Taylor, J. A. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00283.2018 · Cited by 60
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Kim, O. A., Forrence, A. D., & McDougle, S. D. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2204379119 · Cited by 62
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Schween, R., McDougle, S. D., Hegele, M., & Taylor, J. A. (2020) · Journal of Neurophysiology · doi:10.1152/jn.00427.2019 · Cited by 56
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Wong, A. L., Marvel, C. L., Taylor, J. A., & Krakauer, J. W. (2018) · Brain · doi:10.1093/brain/awy334 · Cited by 61
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Implicit Visuomotor Adaptation Remains Limited after Several Days of Training
Hutter, S. A., & Taylor, J. A. (2021) · eNeuro · doi:10.1523/eneuro.0312-20.2021 · Cited by 64
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Savoie, F.-A., Thénault, F., Whittingstall, K., & Bernier, P. (2018) · Scientific Reports · doi:10.1038/s41598-018-30609-0 · Cited by 51
Neural correlates of multi-day learning and savings in sensorimotor adaptation
Ruitenberg, M. F. L., Koppelmans, V., Dios, Y. E. D., Gadd, N. E., Wood, S. J., Reuter‐Lorenz, P. A., Kofman, I. S., Bloomberg, J. J., Mulavara, A. P., & Seidler, R. D. (2018) · Scientific Reports · doi:10.1038/s41598-018-32689-4 · Cited by 52
Oh, Y., & Schweighofer, N. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.3250-18.2019 · Cited by 47
Adapting to inversion of the visual field: a new twist on an old problem
Lillicrap, T., Moreno‐Briseño, P., Díaz, R., Tweed, D., Troje, N. F., & Fernández-Ruíz, J. (2013) · Experimental Brain Research · doi:10.1007/s00221-013-3565-6 · Cited by 53
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Haar, S., & Donchin, O. (2020) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01602 · Cited by 50
Generalization and Multirate Models of Motor Adaptation
Tanaka, H., Krakauer, J. W., & B, T. J. S. A. (2012) · Neural Computation · doi:10.1162/neco_a_00262 · Cited by 50
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de Xivry, J. O., & Lefèvre, P. (2015) · Journal of Neurophysiology · doi:10.1152/jn.00673.2014 · Cited by 46
Hegele, M., & Heuer, H. (2013) · Psychology and Aging · doi:10.1037/a0031914 · Cited by 49
Jahani, A., Schwey, A., Bernier, P., & Malfait, N. (2020) · Journal of Neuroscience · doi:10.1523/jneurosci.1862-19.2020 · Cited by 47
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Long, A., Roemmich, R. T., & Bastian, A. J. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00941.2015 · Cited by 43
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Werner, S., Strüder, H. K., & Donchin, O. (2019) · PLoS ONE · doi:10.1371/journal.pone.0220748 · Cited by 42
Hadjiosif, A. M., & Krakauer, J. W. (2020) · European Journal of Neuroscience · doi:10.1111/ejn.14984 · Cited by 45
Baladron, J., Vitay, J., Fietzek, T., & Hamker, F. H. (2023) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1011024 · Cited by 52
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Schween, R., Taube, W., Gollhofer, A., & Leukel, C. (2014) · Experimental Brain Research · doi:10.1007/s00221-014-3992-z · Cited by 39
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Fernandes, H. L., Stevenson, I. H., & Kording, K. P. (2012) · PLoS ONE · doi:10.1371/journal.pone.0043016 · Cited by 35
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Pierella, C., Casadio, M., Solla, S. A., & Mussa-Ivaldi, F. A. (2019) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1007118 · Cited by 47
Proprioceptive recalibration arises slowly compared to reach adaptation
Zbib, B., Henriques, D. Y. P., & Cressman, E. K. (2016) · Experimental Brain Research · doi:10.1007/s00221-016-4624-6 · Cited by 38
Vandevoorde, K., & de Xivry, J. O. (2021) · Journal of Neurophysiology · doi:10.1152/jn.00636.2020 · Cited by 37
Avraham, G., Keizman, M., & Shmuelof, L. (2019) · Journal of Neurophysiology · doi:10.1152/jn.00080.2019 · Cited by 35
Iuzzini-Seigel, J. (2021) · Journal of Speech Language and Hearing Research · doi:10.1044/2020_jslhr-20-00581 · Cited by 37
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Tsay, J. S., Asmerian, H., Germine, L. T., Wilmer, J. B., Ivry, R. B., & Nakayama, K. (2024) · Nature Human Behaviour · doi:10.1038/s41562-023-01798-0 · Cited by 36
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Ebrahimi, S., & Ostry, D. J. (2024) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2316294121 · Cited by 35
Explicit and implicit components of visuo-motor adaptation: An analysis of individual differences
Heuer, H., & Hegele, M. (2015) · Consciousness and Cognition · doi:10.1016/j.concog.2014.12.013 · Cited by 39
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Werner, S., Schorn, C. F., Bock, O. L., Theysohn, N., & Timmann, D. (2014) · Experimental Brain Research · doi:10.1007/s00221-014-3824-1 · Cited by 35
Poh, E., Carroll, T. J., & Taylor, J. A. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00410.2016 · Cited by 34
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Liew, S., Thompson, T., Ramirez, J., Butcher, P. A., Taylor, J. A., & Celnik, P. A. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00610 · Cited by 35
Self-citationPupil diameter tracked during motor adaptation in humans
Yokoi, A., & Weiler, J. (2022) · Journal of Neurophysiology · doi:10.1152/jn.00021.2022 · Cited by 35
Visuomotor adaptation needs a validation of prediction error by feedback error
Gaveau, V., Prablanc, C., Laurent, D., Rossetti, Y., & Priot, A.-E. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00880 · Cited by 33
Sensory prediction errors, not performance errors, update memories in visuomotor adaptation
Lee, K., Oh, Y., Izawa, J., & Schweighofer, N. (2018) · Scientific Reports · doi:10.1038/s41598-018-34598-y · Cited by 36
Labruna, L., Stark‐Inbar, A., Breska, A., Dabit, M., Vanderschelden, B., Nitsche, M. A., & Ivry, R. B. (2019) · Brain stimulation · doi:10.1016/j.brs.2019.03.008 · Cited by 32
Self-citationAge-related variations of visuo-motor adaptation beyond explicit knowledge
Heuer, H., & Hegele, M. (2014) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2014.00152 · Cited by 30
Active error corrections enhance adaptation to a visuo-motor rotation
Heuer, H., & Rapp, K. (2011) · Experimental Brain Research · doi:10.1007/s00221-011-2656-5 · Cited by 29
Rand, M. K., & Rentsch, S. (2016) · PLoS ONE · doi:10.1371/journal.pone.0164602 · Cited by 28
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Rentsch, S., & Rand, M. K. (2014) · PLoS ONE · doi:10.1371/journal.pone.0109819 · Cited by 28
Metadata
- Authors
- Taylor, J. A., & Ivry, R. B.
- Affiliations
- University of California, Berkeley (US)
- Corresponding author
- Taylor, Jordan A.
- Ivry, Richard B.
- Venue
- PLoS Computational Biology
- Publisher
- Public Library of Science (PLoS)
- Published
- 2011-03-03
- Volume
- 7
- Issue
- 3
- Pages
- e1001096
- ISSN
- 1553-734X (ISSN-L)
- 1553-7358
- PMC
- PMC3048379
- OpenAlex
- W1989328619
- Cited by
- 352
- References
- 47
- Citations by year
- 2026: 25 · 2025: 28 · 2024: 44 · 2023: 28 · 2022: 26 · 2021: 36 · 2020: 37 · 2019: 25 · 2018: 21 · 2017: 10 · 2016: 10 · 2015: 13 · 2014: 14 · 2013: 14 · 2012: 11
- FWCI
- 7.95
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS Computational Biology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Science Foundation
- National Institute of Neurological Disorders and Stroke (P01NS040813, F32NS064749)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD060306)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- visuomotor adaptation, visuomotor rotation, motor learning, compensatory strategies, internal models, state-space model, sensorimotor adaptation, visual landmarks, reaching movements
- MeSH terms
- Algorithms, Cognition, Female, Humans, Learning, Models, Neurological, Motor Skills, Psychomotor Performance, Task Performance and Analysis, Computational Biology, Feedback, Physiological
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