Rhythmic arm movement is not discrete
Abstract
Rhythmic movements, such as walking, chewing or scratching, are phylogenetically old motor behaviors found in many organisms, ranging from insects to primates. In contrast, discrete movements, such as reaching, grasping or kicking, are behaviors that have reached sophistication primarily in younger species, particularly primates. Neurophysiological and computational research on arm motor control has focused almost exclusively on discrete movements, essentially assuming similar neural circuitry for rhythmic tasks. In contrast, many behavioral studies have focused on rhythmic models, subsuming discrete movement as a special case. Here, using a human functional neuroimaging experiment, we show that in addition to areas activated in rhythmic movement, discrete movement involves several higher cortical planning areas, even when both movement conditions are confined to the same single wrist joint. These results provide neuroscientific evidence that rhythmic arm movement cannot be part of a more general discrete movement system and may require separate neurophysiological and theoretical treatment.
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Compared with nondominant-limb training, dominant-limb training results in more bilateral motor activation and stronger transfer, and a related pattern has been reported for discrete-to-rhythmic movement transfer.
“For example, compared with nondominant-limb training, dominant-limb training results in more bilateral motor activation and stronger transfer (Teixeira, 2000), and a related pattern has been reported for discrete-to-rhythmic movement transfer (Ikegami et al., 2010; Schaal et al., 2004).”
From The asymmetry of working memory training transfer: A systematic review and meta-analysis (2026) · cites this paper as Schaal et al., 2004
Cites
Advances in Neural Information Processing Systems 14
(2002) · The MIT Press eBooks · doi:10.7551/mitpress/1120.001.0001 · Cited by 9,184 · see citing works
Talairach, J., Tournoux, P., & Rayport, M. (1988) · Thieme eBooks · Cited by 5,058 · see citing works
The coordination of arm movements: an experimentally confirmed mathematical model
Flash, T., & Hogan, N. (1985) · The Journal of Neuroscience · doi:10.1523/jneurosci.05-07-01688.1985 · Cited by 4,395 · see citing works
Rizzolatti, G., & Arbib, M. A. (1998) · Trends in Neurosciences · doi:10.1016/s0166-2236(98)01260-0 · Cited by 2,858 · see citing works
Dynamic patterns: The self-organization of brain and behavior
(1997) · Computers & Mathematics with Applications · doi:10.1016/s0898-1221(97)90151-6 · Cited by 2,857 · see citing works
Internal models for motor control and trajectory planning.
Kawato, M. (1999) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(99)00028-8 · Cited by 2,685 · see citing works
Self-citationFormation and control of optimal trajectory in human multijoint arm movement
Yasuo, U. N. O., Kawato, M., & Suzuki, R. (1989) · Biological Cybernetics · doi:10.1007/bf00204593 · Cited by 1,718 · see citing works
Self-citationComparing Functional (PET) Images: The Assessment of Significant Change
Friston, K. J., Frith, C., Liddle, P. F., & Frackowiak, R. S. J. (1991) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1038/jcbfm.1991.122 · Cited by 1,626 · see citing works
Andersen, R. A., Snyder, L. H., Bradley, D. C., & Xing, J. (1997) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.20.1.303 · Cited by 1,486 · see citing works
Information, Natural Law, and the Self-Assembly of Rhythmic Movement
Kugler, P. N., & Turvey, M. T. (2015) · Routledge eBooks · doi:10.4324/9781315648460 · Cited by 1,293 · see citing works
Dynamic Patterns: The Self-Organization of Brain and Behavior
Opstal, A. J. V. (1996) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1996.8.4.385 · Cited by 1,252 · see citing works
Spatial control of arm movements
Morasso, P. (2004) · Experimental Brain Research · doi:10.1007/bf00236911 · Cited by 1,215 · see citing works
Picard, N., & Strick, P. L. (2001) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(01)00266-5 · Cited by 1,184 · see citing works
HUMAN ARM TRAJECTORY FORMATION
ABEND, W., Bizzi, E., & Morasso, P. (1982) · Brain · doi:10.1093/brain/105.2.331 · Cited by 984 · see citing works
Turvey, M. T. (1990) · American Psychologist · doi:10.1037/0003-066x.45.8.938 · Cited by 925 · see citing works
Brown, T. G. (1914) · The Journal of Physiology · doi:10.1113/jphysiol.1914.sp001646 · Cited by 916 · see citing works
Lewis, P. A., & Miall, R. C. (2003) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(03)00036-9 · Cited by 837 · see citing works
Evidence for a Spinal Central Pattern Generator in Humans a
Dimitrijevic, M. R., Gerasimenko, Y. P., & Pinter, M. M. (1998) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1998.tb09062.x · Cited by 800 · see citing works
Superposition of motor programs—I. Rhythmic forearm movements in man
Feldman, A. G. (1980) · Neuroscience · doi:10.1016/0306-4522(80)90073-1 · Cited by 514 · see citing works
Multiple Nonprimary Motor Areas in the Human Cortex
Fink, G. R., Frackowiak, R. S. J., Pietrzyk, U., & Passingham, R. E. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.77.4.2164 · Cited by 478 · see citing works
(1994) · Choice Reviews Online · doi:10.5860/choice.31-2744 · Cited by 431 · see citing works
Deiber, M., Honda, M., Ibañez, V., Sadato, N., & Hallett, M. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.81.6.3065 · Cited by 423 · see citing works
Cortical control of reaching movements
Kalaska, J. F., Scott, S. H., Cisek, P., & Sergio, L. E. (1997) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(97)80146-8 · Cited by 392 · see citing works
Brain Areas Involved in Interlimb Coordination: A Distributed Network
Debaere, F., Swinnen, S. P., Béatse, E., Sunaert, S. G., Hecke, P. V., & Duysens, J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0892 · Cited by 294 · see citing works
Functional Anatomy of Pointing and Grasping in Humans
Grafton, S. T., Fagg, A. H., Woods, R. P., & Arbib, M. A. (1996) · Cerebral Cortex · doi:10.1093/cercor/6.2.226 · Cited by 279 · see citing works
Using the talairach atlas with the MNI template
Brett, M., Kalina Christoff, A., Cusack, R., & Lancaster, J. L. (2001) · NeuroImage · doi:10.1016/s1053-8119(01)91428-4 · Cited by 271 · see citing works
Functional magnetic resonance imaging of the human brain: data acquisition and analysis
Turner, R., Howseman, A., Rees, G. E., Josephs, O., & Friston, K. J. (1998) · Experimental Brain Research · doi:10.1007/s002210050538 · Cited by 201 · see citing works
Origins and violations of the 2/3 power law in rhythmic three-dimensional arm movements
Schaal, S., & Sternad, D. (2001) · Experimental Brain Research · doi:10.1007/s002210000505 · Cited by 195 · see citing works
Self-citationThe planning and control of reaching movements
Sabes, P. (2000) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(00)00149-5 · Cited by 190 · see citing works
Richardson, M. J. E., & Flash, T. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-18-08201.2002 · Cited by 182 · see citing works
The role of posterior parietal cortex in visually guided reaching movements in humans
Kertzman, C., Schwarz, U., Zeffiro, T. A., & Hallett, M. (1997) · Experimental Brain Research · doi:10.1007/pl00005617 · Cited by 160 · see citing works
Marder, E. E. (2000) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(00)00157-4 · Cited by 124 · see citing works
Gordon, A. M., Lee, J.-H., Flament, D., Uǧurbil, K., & Ebner, T. J. (1998) · Experimental Brain Research · doi:10.1007/s002210050447 · Cited by 115 · see citing works
Segmentation of endpoint trajectories does not imply segmented control
Sternad, D., & Schaal, S. (1999) · Experimental Brain Research · doi:10.1007/s002210050606 · Cited by 115 · see citing works
Self-citationComputational approaches to motor control
Flash, T., & B, T. J. S. A. (2001) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(01)00265-3 · Cited by 113 · see citing works
Lamb, T., & Yang, J. F. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.83.5.2814 · Cited by 103 · see citing works
Interaction of rhythmic and discrete pattern generators in single-joint movements
Sternad, D., Dean, W. J., & Stefan Schaal, A. (2000) · Human Movement Science · doi:10.1016/s0167-9457(00)00028-2 · Cited by 92 · see citing works
Self-citationThe breakdown of Fitts’ law in rapid, reciprocal aiming movements
Smits-Engelsman, B. C. M., van Galen, G. P., & Duysens, J. (2002) · Experimental Brain Research · doi:10.1007/s00221-002-1115-8 · Cited by 85 · see citing works
Organization of arm movements in three-dimensional space. Wrist motion is piecewise planar
Soechting, J. F., & Terzuolo, C. A. (1987) · Neuroscience · doi:10.1016/0306-4522(87)90270-3 · Cited by 75 · see citing works
Gait after spinal cord injury and the central pattern generator for locomotion
Pinter, M. M., & Dimitrijevic, M. (1999) · Spinal Cord · doi:10.1038/sj.sc.3100886 · Cited by 61 · see citing works
Thickbroom, G. W., Phillips, B. A., Morris, I. T., Byrnes, M. L., Sacco, P., & Mastaglia, F. L. (1999) · Experimental Brain Research · doi:10.1007/s002210050749 · Cited by 58 · see citing works
Control of action as mediated by the human frontal lobe
Seitz, R. J., Stephan, K. M., & Binkofski, F. (2000) · Experimental Brain Research · doi:10.1007/s002210000402 · Cited by 58 · see citing works
de Rugy, A., & Sternad, D. (2003) · Brain Research · doi:10.1016/j.brainres.2003.09.031 · Cited by 52 · see citing works
Self-citationInteractions between Rhythmic and Discrete Components in a Bimanual Task
Wei, K., Wertman, G., & Sternad, D. (2003) · Motor Control · doi:10.1123/mcj.7.2.134 · Cited by 41 · see citing works
Self-citationRhythmic and discrete elements in multi-joint coordination
Sternad, D., & Dean, W. J. (2003) · Brain Research · doi:10.1016/s0006-8993(03)03292-x · Cited by 36 · see citing works
Self-citationInteraction of discrete and rhythmic movements over a wide range of periods
Sternad, D., de Rugy, A., Pataky, T. C., & Dean, W. J. (2002) · Experimental Brain Research · doi:10.1007/s00221-002-1219-1 · Cited by 32 · see citing works
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Dynamical Movement Primitives: Learning Attractor Models for Motor Behaviors
Ijspeert, A. J., Nakanishi, J., Hoffmann, H., Pástor, P., & Schaal, S. (2012) · Neural Computation · doi:10.1162/neco_a_00393 · Cited by 1,586 · see citing works
Cognitive Developmental Robotics: A Survey
Asada, M., Hosoda, K., Kuniyoshi, Y., Ishiguro, H., Inui, T., Yoshikawa, Y., Ogino, M., & Yoshida, C. T. (2009) · IEEE Transactions on Autonomous Mental Development · doi:10.1109/tamd.2009.2021702 · Cited by 553 · see citing works
Motor primitives in vertebrates and invertebrates
Flash, T., & Hochner, B. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.10.011 · Cited by 508 · see citing works
Role of hyperactive cerebellum and motor cortex in Parkinson's disease
Yu, H., Sternad, D., Corcos, D. M., & Vaillancourt, D. E. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.11.047 · Cited by 436 · see citing works
Self-citationThe Neural Basis of Human Dance
Brown, S., Martinez, M. J., & Parsons, L. M. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhj057 · Cited by 407 · see citing works
A Survey on CPG-Inspired Control Models and System Implementation
Yu, J., Tan, M. H., Chen, J., & Zhang, J. (2013) · IEEE Transactions on Neural Networks and Learning Systems · doi:10.1109/tnnls.2013.2280596 · Cited by 304 · see citing works
On rhythmic and discrete movements: reflections, definitions and implications for motor control
Hogan, N., & Sternad, D. (2007) · Experimental Brain Research · doi:10.1007/s00221-007-0899-y · Cited by 286 · see citing works
Self-citationMultifunctional Pattern-Generating Circuits
Briggman, K. L., & Kristan, W. B. (2008) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.31.060407.125552 · Cited by 275 · see citing works
Definition and Classification of Negative Motor Signs in Childhood
Sanger, T. D., Chen, D., Delgado, M. R., Gaebler-Spira, D. J., Hallett, M., Mink, J. W., & Disorders, T. T. O. C. M. (2006) · PEDIATRICS · doi:10.1542/peds.2005-3016 · Cited by 266 · see citing works
Dynamic primitives of motor behavior
Hogan, N., & Sternad, D. (2012) · Biological Cybernetics · doi:10.1007/s00422-012-0527-1 · Cited by 237 · see citing works
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Gentili, R. J., Han, C. E., Schweighofer, N., & Papaxanthis, C. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00257.2010 · Cited by 228 · see citing works
Dynamics systems vs. optimal control — a unifying view
Schaal, S., Mohajerian, P., & Ijspeert, A. (2007) · Progress in Brain Research · doi:10.1016/s0079-6123(06)65027-9 · Cited by 260 · see citing works
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Kurtzer, I. L., Herter, T. M., & Scott, S. H. (2005) · Nature Neuroscience · doi:10.1038/nn1420 · Cited by 209 · see citing works
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Martin, V., Scholz, J. P., & Schöner, G. (2009) · Neural Computation · doi:10.1162/neco.2008.01-08-698 · Cited by 200 · see citing works
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Nashed, J. Y., Crevecoeur, F., & Scott, S. H. (2012) · Journal of Neurophysiology · doi:10.1152/jn.01089.2011 · Cited by 182 · see citing works
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Huys, R., Studenka, B. E., Rheaume, N. L., Zelaznik, H. N., & Jirsa, V. (2008) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000061 · Cited by 170 · see citing works
Methodological aspects of EEG and body dynamics measurements during motion
Reis, P., Hebenstreit, F., Gabsteiger, F., von Tscharner, V., & Lochmann, M. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00156 · Cited by 160 · see citing works
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Ronsse, R., Vitiello, N., Lenzi, T., van den Kieboom, J., Carrozza, M. C., & Ijspeert, A. J. (2011) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2010.2089629 · Cited by 158 · see citing works
Neural representations of kinematic laws of motion: Evidence for action-perception coupling
Dayan, E., Casile, A., Levit‐Binnun, N., Giese, M. A., Hendler, T., & Flash, T. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0710033104 · Cited by 154 · see citing works
Kelso, J. A. S. (2009) · Springer eBooks · doi:10.1007/978-0-387-30440-3_101 · Cited by 147 · see citing works
Auditory rhythmic cueing in movement rehabilitation: findings and possible mechanisms
Schaefer, R. S. (2014) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2013.0402 · Cited by 139 · see citing works
Muscle modes and synergies during voluntary body sway
Danna‐dos‐Santos, A., Słomka, K. J., Zatsiorsky, V. M., & Latash, M. L. (2007) · Experimental Brain Research · doi:10.1007/s00221-006-0812-0 · Cited by 133 · see citing works
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Stoykov, M. E., Lewis, G. N., & Corcos, D. M. (2009) · Neurorehabilitation and neural repair · doi:10.1177/1545968309338190 · Cited by 115 · see citing works
Computational motor control in humans and robots
Schaal, S., & Schweighofer, N. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.10.009 · Cited by 108 · see citing works
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Dégallier, S., & Ijspeert, A. J. (2010) · Biological Cybernetics · doi:10.1007/s00422-010-0403-9 · Cited by 100 · see citing works
Basalp, E., Wolf, P., & Marchal–Crespo, L. (2021) · IEEE Transactions on Haptics · doi:10.1109/toh.2021.3104518 · Cited by 89 · see citing works
Buchanan, J. J., Park, J.-H., & Shea, C. H. (2006) · Experimental Brain Research · doi:10.1007/s00221-006-0589-1 · Cited by 89 · see citing works
A parametric fMRI investigation of context effects in sensorimotor timing and coordination
Jantzen, K. J., Oullier, O., Marshall, M., Steinberg, F. L., & Kelso, J. A. S. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.07.020 · Cited by 86 · see citing works
Developmental coordination disorders: State of art
Vaivre‐Douret, L. (2013) · Neurophysiologie Clinique · doi:10.1016/j.neucli.2013.10.133 · Cited by 83 · see citing works
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Ohmae, S., Kunimatsu, J., & Tanaka, M. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.2221-16.2017 · Cited by 83 · see citing works
Friedman, J., Varadhan, S. K. M., Zatsiorsky, V. M., & Latash, M. L. (2009) · Experimental Brain Research · doi:10.1007/s00221-009-1846-x · Cited by 81 · see citing works
Being discrete helps keep to the beat
Elliott, M. T., Welchman, A. E., & Wing, A. M. (2008) · Experimental Brain Research · doi:10.1007/s00221-008-1646-8 · Cited by 81 · see citing works
Torre, K., & Balasubramaniam, R. (2009) · Experimental Brain Research · doi:10.1007/s00221-009-1991-2 · Cited by 79 · see citing works
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Hira, R., Terada, S.-I., Kondo, M., & Matsuzaki, M. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.2731-15.2015 · Cited by 77 · see citing works
Walking Is Not Like Reaching: Evidence from Periodic Mechanical Perturbations
Ahn, J., & Hogan, N. (2012) · PLoS ONE · doi:10.1371/journal.pone.0031767 · Cited by 77 · see citing works
Floreano, D., Ijspeert, A. J., & Stefan Schaal, A. (2014) · Current Biology · doi:10.1016/j.cub.2014.07.058 · Cited by 77 · see citing works
Variation in Coordination of a Discrete Multiarticular Action as a Function of Skill Level
Chow, J. Y., Davids, K., Button, C., & Koh, M. (2007) · Journal of Motor Behavior · doi:10.3200/jmbr.39.6.463-480 · Cited by 75 · see citing works
Fatigue and Motor Redundancy: Adaptive Increase in Finger Force Variance in Multi-Finger Tasks
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Coordination Dynamics of Large-scale Neural Circuitry Underlying Rhythmic Sensorimotor Behavior
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Asymmetric Transfer of Visuomotor Learning between Discrete and Rhythmic Movements
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Asai, Y., Shota, T., & Nomura, T. (2013) · PLoS ONE · doi:10.1371/journal.pone.0062956 · Cited by 67 · see citing works
Shirota, C., Janša, J., Diaz, J., Balasubramanian, S., Mazzoleni, S., Borghese, N. A., & Melendez-Calderon, A. (2016) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-016-0186-x · Cited by 67 · see citing works
Affordance-controlled bifurcations of action patterns in martial arts.
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Gilliaux, M., Lejeune, T. M., Detrembleur, C., Sapin, J., Dehez, B., Selves, C., & Stoquart, G. G. (2014) · Journal of Rehabilitation Medicine · doi:10.2340/16501977-1245 · Cited by 63 · see citing works
Moving slowly is hard for humans: limitations of dynamic primitives
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Nasseroleslami, B., Hasson, C. J., & Sternad, D. (2014) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003900 · Cited by 61 · see citing works
Self-citationHoward, I. S., Ingram, J. N., & Wolpert, D. M. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00780.2010 · Cited by 61 · see citing works
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Malfait, N., & Sanger, T. D. (2006) · Experimental Brain Research · doi:10.1007/s00221-006-0606-4 · Cited by 60 · see citing works
Rueda-Delgado, L., Solesio-Jofre, E., Serrien, D., Mantini, D., Daffertshofer, A., & Swinnen, S. (2014) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2014.10.003 · Cited by 49 · see citing works
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Albu‐Schäffer, A., & Santina, C. D. (2020) · Annual Reviews in Control · doi:10.1016/j.arcontrol.2020.10.002 · Cited by 54 · see citing works
Adaptive oscillators with human-in-the-loop: Proof of concept for assistance and rehabilitation
Ronsse, R., Vitiello, N., Lenzi, T., van den Kieboom, J., Chiara Carrozza, M., & Ijspeert, A. J. (2010) · 2010 3rd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics · doi:10.1109/biorob.2010.5628021 · Cited by 52 · see citing works
de Rugy, A., & Sternad, D. (2003) · Brain Research · doi:10.1016/j.brainres.2003.09.031 · Cited by 52 · see citing works
Self-citationGulberti, A., Moll, C. K. E., Hamel, W., Buhmann, C., Koeppen, J. A., Boelmans, K., Zittel, S., Gerloff, C. P., Westphal, M., Schneider, T. R., et al. (2015) · NeuroImage Clinical · doi:10.1016/j.nicl.2015.09.013 · Cited by 51 · see citing works
Bonassi, G., Biggio, M., Bisio, A., Ruggeri, P., Bove, M., & Avanzino, L. (2017) · Scientific Reports · doi:10.1038/s41598-017-09597-0 · Cited by 51 · see citing works
Nozaki, D., & Scott, S. H. (2009) · Experimental Brain Research · doi:10.1007/s00221-009-1720-x · Cited by 50 · see citing works
Transitions between discrete and rhythmic primitives in a unimanual task
Sternad, D., Marino, H., Charles, S. K., Duarte, M., Dipietro, L., & Hogan, N. (2013) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2013.00090 · Cited by 49 · see citing works
Self-citationFeedback and feedforward adaptation to visuomotor delay during reaching and slicing movements
Botzer, L., & Karniel, A. (2013) · European Journal of Neuroscience · doi:10.1111/ejn.12211 · Cited by 47 · see citing works
Dissociating the neural correlates of tactile temporal order and simultaneity judgements
Miyazaki, M., Kadota, H., Matsuzaki, K. S., Takeuchi, S., Sekiguchi, H., Aoyama, T., & Kochiyama, T. (2016) · Scientific Reports · doi:10.1038/srep23323 · Cited by 50 · see citing works
Neural substrates of interpreting actions and emotions from body postures
Kana, R. K., & Travers, B. G. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsr022 · Cited by 46 · see citing works
Fingerstroke time estimates for touchscreen-based mobile gaming interaction
Lee, A., Song, K., Ryu, H. B., Kim, J., & Kwon, G. H. (2015) · Human Movement Science · doi:10.1016/j.humov.2015.09.003 · Cited by 46 · see citing works
Ebina, T., Obara, K., Watakabe, A., Masamizu, Y., Terada, S.-I., Matoba, R., Takaji, M., Hatanaka, N., Nambu, A., Mizukami, H., et al. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1903445116 · Cited by 43 · see citing works
The influence of dominant versus non-dominant hand on event and emergent motor timing
Studenka, B. E., & Zelaznik, H. N. (2008) · Human Movement Science · doi:10.1016/j.humov.2007.08.004 · Cited by 46 · see citing works
Multi-muscle synergies in a dual postural task: evidence for the principle of superposition
Klous, M., Danna‐dos‐Santos, A., & Latash, M. L. (2010) · Experimental Brain Research · doi:10.1007/s00221-009-2153-2 · Cited by 46 · see citing works
Smits-Engelsman, B., Sugden, D., & Duysens, J. (2006) · Human Movement Science · doi:10.1016/j.humov.2005.12.002 · Cited by 51 · see citing works
Optimal Control of a Hybrid Rhythmic-Discrete Task: The Bouncing Ball Revisited
Ronsse, R., Wei, K., & Sternad, D. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00600.2009 · Cited by 42 · see citing works
Self-citationRodgers, H., Bosomworth, H. J., Krebs, H. I., van Wijck, F., Howel, D., Wilson, N., Finch, T. L., Alvarado, N., Ternent, L., Fernandez-García, C., et al. (2020) · Health Technology Assessment · doi:10.3310/hta24540 · Cited by 44 · see citing works
Decrease in cortical activation during learning of a multi-joint discrete motor task
Ikegami, T., & Taga, G. (2008) · Experimental Brain Research · doi:10.1007/s00221-008-1518-2 · Cited by 43 · see citing works
Rosenblum, S. (2015) · Human Movement Science · doi:10.1016/j.humov.2015.03.014 · Cited by 42 · see citing works
Rosenblum, S., & Regev, N. (2012) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2012.07.011 · Cited by 41 · see citing works
Interactions between Rhythmic and Discrete Components in a Bimanual Task
Wei, K., Wertman, G., & Sternad, D. (2003) · Motor Control · doi:10.1123/mcj.7.2.134 · Cited by 41 · see citing works
Self-citationSystematic, Unintended Drifts in the Cyclic Force Produced with the Fingertips
Ambike, S., Mattos, D. J. D. S., Zatsiorsky, V. M., & Latash, M. L. (2017) · Motor Control · doi:10.1123/mc.2016-0082 · Cited by 38 · see citing works
Sparse linear regression for reconstructing muscle activity from human cortical fMRI
Ganesh, G., Burdet, E., Haruno, M., & Kawato, M. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.06.018 · Cited by 37 · see citing works
Self-citationSternad, D., Wei, K., Diedrichsen, J., & Ivry, R. B. (2006) · Experimental Brain Research · doi:10.1007/s00221-006-0640-2 · Cited by 37 · see citing works
Self-citationAge and medication effects on rhythmic responses in ADHD: Possible oscillatory mechanisms?
Ben‐Pazi, H., Shalev, R. S., Gross‐Tsur, V., & Bergman, H. (2005) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2005.05.022 · Cited by 36 · see citing works
Resonance tuning in a neuro-musculo-skeletal model of the forearm
Verdaasdonk, B. W., Koopman, H. F. J. M., & van der Helm, F. C. T. (2006) · Biological Cybernetics · doi:10.1007/s00422-006-0112-6 · Cited by 36 · see citing works
Smits-Engelsman, B. C. M., Swinnen, S. P., & Duysens, J. (2005) · Neuroscience Letters · doi:10.1016/j.neulet.2005.11.001 · Cited by 36 · see citing works
Rhythmic and discrete elements in multi-joint coordination
Sternad, D., & Dean, W. J. (2003) · Brain Research · doi:10.1016/s0006-8993(03)03292-x · Cited by 36 · see citing works
Self-citationDo Synergies Improve Accuracy? A Study of Speed-Accuracy Trade-Offs during Finger Force Production
Gorniak, S. L., Duarte, M., & Latash, M. L. (2008) · Motor Control · doi:10.1123/mcj.12.2.151 · Cited by 36 · see citing works
Hermes, D., Siero, J. C. W., Aarnoutse, E. J., Leijten, F. S. S., Petridou, N., & Ramsey, N. F. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.0357-12.2012 · Cited by 35 · see citing works
Ankaralı, M. M., Sen, H. T., De, A., Okamura, A. M., & Cowan, N. J. (2013) · Journal of Neurophysiology · doi:10.1152/jn.00140.2013 · Cited by 34 · see citing works
Dynamics of multi-articular coordination in neurobiological systems.
Chow, J. Y., Davids, K., Button, C., Rein, R., Hristovski, R., & Koh, M. (2009) · PubMed · Cited by 35 · see citing works
Forward models of inertial loads in weightlessness
Crevecoeur, F., Thonnard, J., & Lefèvre, P. (2009) · Neuroscience · doi:10.1016/j.neuroscience.2009.03.025 · Cited by 34 · see citing works
Miall, R. C., & Ivry, R. B. (2004) · Nature Neuroscience · doi:10.1038/nn1004-1025 · Cited by 35 · see citing works
Ciechanski, P., Kirton, A., Wilson, B., Williams, C. C., Anderson, S., Cheng, A., Lopushinsky, S. R., & Hecker, K. G. (2019) · Brain Research · doi:10.1016/j.brainres.2019.146445 · Cited by 34 · see citing works
Cortical sensorimotor activity in the execution and suppression of discrete and rhythmic movements
Hervault, M., Zanone, P., Buisson, J., & Huys, R. (2021) · Scientific Reports · doi:10.1038/s41598-021-01368-2 · Cited by 34 · see citing works
- Authors
- Schaal, S., Sternad, D., Osu, R., & Kawato, M.
- Affiliations
- University of Southern California (US)
- Pennsylvania State University (US)
- Advanced Telecommunications Research Institute International (JP)
- Corresponding author
- Schaal, Stefan
- Venue
- Nature Neuroscience
- Published
- 2004-09-26
- Volume
- 7
- Issue
- 10
- Pages
- 1136-1143
- ISSN
- 1097-6256 (ISSN-L)
- 1546-1726
- OpenAlex
- W2115510499
- Cited by
- 368
- References
- 46
- Citations by year
- 2026: 8 · 2025: 3 · 2024: 10 · 2023: 6 · 2022: 10 · 2021: 15 · 2020: 15 · 2019: 15 · 2018: 22 · 2017: 18 · 2016: 20 · 2015: 23 · 2014: 24 · 2013: 22 · 2012: 18
- FWCI
- 7.61
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Nature Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation
- Japan Science and Technology Agency
- Exploratory Research for Advanced Technology
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Keywords
- discrete movements, motor control, motor planning, cortical motor areas, wrist
- MeSH terms
- Adult, Arm, Biomechanical Phenomena, Brain, Brain Mapping, Female, Humans, Functional Laterality, Magnetic Resonance Imaging, Male, Models, Neurological, Movement, Nerve Net, Neural Pathways, Periodicity, Wrist
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