Position, direction of movement, and speed tuning of cerebellar Purkinje cells during circular manual tracking in monkey
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The cerebellum plays an essential role in pursuit tracking with the eye and with the hand. During smooth pursuit eye movements, both tracking position and velocity are signaled by Purkinje cells. Purkinje cell simple spike discharge is also modulated by direction and speed during linear manual tracking. This study evaluated how all three parameters, position, movement direction, and speed, are signaled in the simple spike discharge of Purkinje cells during circular manual tracking. Three rhesus monkeys intercepted and then tracked a target moving in a circle in both counterclockwise and clockwise directions across a range of constant target speeds. Two sets of analyses of the simple spike firing of 97 Purkinje cells examined the effects of position, movement direction, and speed. The first approach was the incremental improvement of regression models, initially modeling a pure position dependence, then incorporating movement direction, and finally incorporating speed dependence. The second was a model-independent approach, without any explicit assumptions about the character of the directional tuning or speed effects. Both analyses revealed the same three results: (1) Purkinje cell discharge is spatially tuned, to both the position and direction of movement, and (2) this spatial tuning is not altered by the speed, except (3) the speed scales the average firing and/or depth of modulation. The results suggest that the population of Purkinje cells forms a representation of the entire position-direction space of arm movements, and that the speed modulates the scale of that representation. This speed scaling provides insights into the cerebellar processing of movement-related timing.
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Kinematic representations in the simple spike firing are conserved across different behaviors.
“Also, kinematic representations in the SS firing are conserved across different behaviors (Roitman et al., 2005; Hewitt et al., 2011).”
From Cerebellum, Predictions and Errors (2019) · cites this paper as Roitman et al., 2005
Cites
Circular Statistics in Biology
Watson, G. S., & Batschelet, E. (1982) · Technometrics · doi:10.2307/1267831 · Cited by 4,573 · see citing works
The cerebellum and neural control
Ito, M. (1984) · Cited by 2,314 · see citing works
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 · see citing works
Georgopoulos, A. P., Kalaska, J. F., Caminiti, R., & Massey, J. (1982) · Journal of Neuroscience · doi:10.1523/jneurosci.02-11-01527.1982 · Cited by 2,133 · see citing works
Statistical Analysis of Circular Data
Fisher, N. I. (1993) · Cambridge University Press eBooks · doi:10.1017/cbo9780511564345 · Cited by 1,826 · see citing works
Timing Functions of The Cerebellum
Ivry, R. B., & Keele, S. W. (1989) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1989.1.2.136 · Cited by 1,286 · see citing works
The neural representation of time
Ivry, R. B., & Spencer, R. M. C. (2004) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2004.03.013 · Cited by 827 · see citing works
Motor Cortical Representation of Speed and Direction During Reaching
Moran, D. W., & Schwartz, A. B. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.82.5.2676 · Cited by 813 · see citing works
Visual Motion Processing and Sensory-Motor Integration for Smooth Pursuit Eye Movements
Lisberger, S. G., Morris, E. J., & Tychsen, L. (1987) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.10.030187.000525 · Cited by 651 · see citing works
Thach, W. T. (1968) · Journal of Neurophysiology · doi:10.1152/jn.1968.31.5.785 · Cited by 503 · see citing works
Is the Cerebellar Cortex a Biological Clock in the Millisecond Range?
Braitenberg, V. (1967) · Progress in brain research · doi:10.1016/s0079-6123(08)60971-1 · Cited by 425 · see citing works
Cerebellar dysmetria at the elbow, wrist, and fingers
Hore, J., Wild, B., & Diener, H. (1991) · Journal of Neurophysiology · doi:10.1152/jn.1991.65.3.563 · Cited by 416 · see citing works
Movement Parameters and Neural Activity in Motor Cortex and Area 5
Ashe, J., & Georgopoulos, A. P. (1994) · Cerebral Cortex · doi:10.1093/cercor/4.6.590 · Cited by 396 · see citing works
Inverse-dynamics model eye movement control by Purkinje cells in the cerebellum
Shidara, M., Kawano, K., Gomi, H., & Kawato, M. (1993) · Nature · doi:10.1038/365050a0 · Cited by 393 · see citing works
Characteristics of synergic relations during isometric contractions of human elbow muscles
Buchanan, T. S., Almdale, D. P., Lewis, J. L., & Rymer, W. Z. (1986) · Journal of Neurophysiology · doi:10.1152/jn.1986.56.5.1225 · Cited by 357 · see citing works
Schwartz, A. B., & Moran, D. W. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.82.5.2705 · Cited by 330 · see citing works
Cerebellar neuronal activity related to whole-arm reaching movements in the monkey
Fortier, P. A., Kalaska, J. F., & Smith, A. M. (1989) · Journal of Neurophysiology · doi:10.1152/jn.1989.62.1.198 · Cited by 328 · see citing works
Eye movements evoked by cerebellar stimulation in the alert monkey
Ron, S., & Robinson, D. A. (1973) · Journal of Neurophysiology · doi:10.1152/jn.1973.36.6.1004 · Cited by 302 · see citing works
Basal ganglia motor control. I. Nonexclusive relation of pallidal discharge to five movement modes
Mink, J. W., & Thach, W. T. (1991) · Journal of Neurophysiology · doi:10.1152/jn.1991.65.2.273 · Cited by 287 · see citing works
Role of the cerebellum in reaching movements in humans. I. Distributed inverse dynamics control
Schweighofer, N., Arbib, M., & Kawato, M. (1998) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.1998.00006.x · Cited by 263 · see citing works
The cerebellum coordinates eye and hand tracking movements
Miall, R. C., Reckess, G. Z., & Imamizu, H. (2001) · Nature Neuroscience · doi:10.1038/88465 · Cited by 259 · see citing works
Physiological analysis of simple rapid movements in patients with cerebellar deficits.
Hallett, M., Berardelli, A., Matheson, J., Rothwell, J. C., & MARSDEN, C. D. (1991) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.54.2.124 · Cited by 212 · see citing works
ANALYSIS OF CEREBELLAR MOTOR DISORDERS BY VISUALLY GUIDED ELBOW TRACKING MOVEMENT
Beppu, H., Suda, M., & Tanaka, R. (1984) · Brain · doi:10.1093/brain/107.3.787 · Cited by 193 · see citing works
Ojakangas, C. L., & Ebner, T. J. (1992) · Journal of Neurophysiology · doi:10.1152/jn.1992.68.6.2222 · Cited by 190 · see citing works
Self-citationGeneration of smooth-pursuit eye movements: neuronal mechanisms and pathways
Keller, E. L., & Heinen, S. J. (1991) · Neuroscience Research · doi:10.1016/0168-0102(91)90048-4 · Cited by 187 · see citing works
Motor Subcircuits Mediating the Control of Movement Velocity: A PET Study
Turner, R. S., Grafton, S. T., Votaw, J. R., DeLong, M. R., & Hoffman, J. M. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.80.4.2162 · Cited by 182 · see citing works
Encoding of movement time by populations of cerebellar Purkinje cells
Thier, P., Dicke, P. W., Haas, R., & Barash, S. (2000) · Nature · doi:10.1038/35011062 · Cited by 181 · see citing works
Fortier, P. A., Smith, A. M., & Kalaska, J. F. (1993) · Journal of Neurophysiology · doi:10.1152/jn.1993.69.4.1136 · Cited by 160 · see citing works
Arm muscle activation for static forces in three-dimensional space
Flanders, M., & Soechting, J. F. (1990) · Journal of Neurophysiology · doi:10.1152/jn.1990.64.6.1818 · Cited by 157 · see citing works
Directional tuning profiles of motor cortical cells
Amirikian, B. R., & Georgopulos, A. P. (2000) · Neuroscience Research · doi:10.1016/s0168-0102(99)00112-1 · Cited by 156 · see citing works
On the Relationship Between Joint Angular Velocity and Motor Cortical Discharge During Reaching
Reina, G. A., Moran, D. W., & Schwartz, A. B. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.85.6.2576 · Cited by 145 · see citing works
Visuo-motor tracking during reversible inactivation of the cerebellum
Miall, R. C., Weir, D. J., & Stein, J. F. (1987) · Experimental Brain Research · doi:10.1007/bf00236319 · Cited by 143 · see citing works
Motor Cortical Activity During Drawing Movements: Population Representation During Spiral Tracing
Moran, D. W., & Schwartz, A. B. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.82.5.2693 · Cited by 141 · see citing works
Timmann, D., Watts, S., & Hore, J. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.82.1.103 · Cited by 138 · see citing works
Coltz, J. D., Johnson, M. T. V., & Ebner, T. J. (1999) · Journal of Neuroscience · doi:10.1523/jneurosci.19-05-01782.1999 · Cited by 133 · see citing works
Self-citationMerchant, H. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhg130 · Cited by 127 · see citing works
Manual interception of moving targets I. Performance and movement initiation
Port, N., Lee, D., Dassonville, P., & Georgopoulos, A. P. (1997) · Experimental Brain Research · doi:10.1007/pl00005769 · Cited by 126 · see citing works
Relationship of Cerebellar Purkinje Cell Simple Spike Discharge to Movement Kinematics in the Monkey
Fu, Q., Flament, D., Coltz, J. D., & Ebner, T. J. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.78.1.478 · Cited by 119 · see citing works
Self-citationVercher, J., & Gauthier, G. (1988) · Experimental Brain Research · doi:10.1007/bf00279669 · Cited by 115 · see citing works
Chapman, C. E., Spidalieri, G., & Lamarre, Y. (1986) · Journal of Neurophysiology · doi:10.1152/jn.1986.55.2.203 · Cited by 112 · see citing works
Activation of the cerebellum in co-ordinated eye and hand tracking movements: an fMRI study
Miall, R. C., Imamizu, H., & Miyauchi, S. (2000) · Experimental Brain Research · doi:10.1007/s002210000491 · Cited by 103 · see citing works
Cerebellar neuronal activity related to arm movements in trained rhesus monkeys.
Marple-Horvat, D. E., & Stein, J. F. (1987) · The Journal of Physiology · doi:10.1113/jphysiol.1987.sp016874 · Cited by 95 · see citing works
Interactions between the eye and hand motor systems: disruptions due to cerebellar dysfunction
van Donkelaar, P., & Lee, R. G. (1994) · Journal of Neurophysiology · doi:10.1152/jn.1994.72.4.1674 · Cited by 85 · see citing works
Miller, L. E., & Houk, J. C. (1995) · The Journal of Physiology · doi:10.1113/jphysiol.1995.sp020988 · Cited by 75 · see citing works
Roitman, A., Massaquoi, S. G., Takahashi, K., & Ebner, T. J. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00261.2003 · Cited by 71 · see citing works
Self-citationVisuo-manual pursuit tracking of human two-dimensional movements.
Viviani, P., Campadelli, P., & Mounoud, P. (1987) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.13.1.62 · Cited by 70 · see citing works
Manual Tracking in Two Dimensions
Engel, K. C., & Soechting, J. F. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.83.6.3483 · Cited by 62 · see citing works
Oculomotor Tracking in Two Dimensions
Engel, K. C., Anderson, J. H., & Soechting, J. F. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.81.4.1597 · Cited by 58 · see citing works
Motor Cortical Activity during Interception of Moving Targets.
Port, N., Kruse, W., Lee, D., & Georgopoulos, A. P. (2001) · Journal of Cognitive Neuroscience · doi:10.1162/08989290151137368 · Cited by 55 · see citing works
Cerebellar Flocculus and Paraflocculus Purkinje Cell Activity During Circular Pursuit in Monkey
Leung, H., Suh, M., & Kettner, R. E. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.83.1.13 · Cited by 54 · see citing works
Liu, X., Robertson, E. M., & Miall, R. C. (2003) · Journal of Neurophysiology · doi:10.1152/jn.00817.2002 · Cited by 53 · see citing works
Marple-Horvat, D. E., & Stein, J. F. (1990) · The Journal of Physiology · doi:10.1113/jphysiol.1990.sp018230 · Cited by 42 · see citing works
Saccade-related Purkinje cells in the cerebellar hemispheres of the monkey
Mano, N., Ito, Y., & Shibutani, H. (1991) · Experimental Brain Research · doi:10.1007/bf00230957 · Cited by 42 · see citing works
The oculomanual coordination control center takes into account the mechanical properties of the arm
Scarchilli, K., & Vercher, J. (1999) · Experimental Brain Research · doi:10.1007/s002210050598 · Cited by 40 · see citing works
Ebner, T. J., & Fu, Q. (1997) · Progress in brain research · doi:10.1016/s0079-6123(08)63379-8 · Cited by 33 · see citing works
Self-citationCerebellar Activation During Copying Geometrical Shapes
Lewis, S. M., Jerde, T. A., Tzagarakis, C., Georgopoulos, M.-A., Tsekos, N. V., Amirikian, B. R., Kim, S., Uǧurbil, K., & Georgopoulos, A. P. (2003) · Journal of Neurophysiology · doi:10.1152/jn.00009.2003 · Cited by 27 · see citing works
Neuronal Clusters in the Primate Motor Cortex during Interceptin of Moving Targets.
Lee, D., Port, N., Kruse, W., & Georgopoulos, A. P. (2001) · Journal of Cognitive Neuroscience · doi:10.1162/08989290151137377 · Cited by 23 · see citing works
Cerebellar feedback signals of a passive hand movement in the awake monkey
Bauswein, E., Kolb, F. P., & Rubia, F. J. (1984) · Pflügers Archiv - European Journal of Physiology · doi:10.1007/bf00585512 · Cited by 15 · see citing works
Coltz, J. D., Johnson, M. T. V., & Ebner, T. J. (2000) · Neuroscience Letters · doi:10.1016/s0304-3940(00)01571-8 · Cited by 14 · see citing works
Self-citation
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Model-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 · see citing works
Precise Control of Movement Kinematics by Optogenetic Inhibition of Purkinje Cell Activity
Heiney, S. A., Kim, J., Augustine, G. J., & Medina, J. F. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.4547-13.2014 · Cited by 250 · see citing works
Altered cerebellar feedback projections in Asperger syndrome
Catani, M., Jones, D. K., Daly, E., Embiricos, N., Deeley, Q., Pugliese, L., Curran, S., Robertson, D., & Murphy, D. G. M. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.03.041 · Cited by 244 · see citing works
Modular Control of Limb Movements during Human Locomotion
Ivanenko, Y. P., Cappellini, G., Dominici, N., Poppele, R. E., & Lacquaniti, F. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.2644-07.2007 · Cited by 237 · see citing works
Encoding of error and learning to correct that error by the Purkinje cells of the cerebellum
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Self-citationCerebellum Predicts the Future Motor State
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Self-citationForce field effects on cerebellar Purkinje cell discharge with implications for internal models
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Popa, L. S., Hewitt, A. L., & Ebner, T. J. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.2151-12.2012 · Cited by 95 · see citing works
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Hewitt, A. L., Popa, L. S., Pasalar, S., Hendrix, C. M., & Ebner, T. J. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00886.2010 · Cited by 90 · see citing works
Self-citationWhat features of limb movements are encoded in the discharge of cerebellar neurons?
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Self-citationJerbi, K., Vidal, J. R., Mattout, J., Maby, E., Lecaignard, F., Ossandón, T., Hamamé, C. M., Dalal, S., Bouet, R., Lachaux, J., et al. (2011) · IRBM · doi:10.1016/j.irbm.2010.12.004 · Cited by 87 · see citing works
The multiple roles of Purkinje cells in sensori-motor calibration: to predict, teach and command
Medina, J. F. (2011) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.05.025 · Cited by 85 · see citing works
Lidstone, D. E., & Mostofsky, S. H. (2021) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2021.06.010 · Cited by 84 · see citing works
Ishikawa, T., Tomatsu, S., Tsunoda, Y., Lee, J., Hoffman, D. S., & Kakei, S. (2014) · PLoS ONE · doi:10.1371/journal.pone.0108774 · Cited by 82 · see citing works
The Neuronal Code(s) of the Cerebellum
Heck, D. H., Zeeuw, C. I. D., Jaeger, D., Khodakhah, K., & Person, A. L. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.2759-13.2013 · Cited by 79 · see citing works
Multiplexed coding by cerebellar Purkinje neurons
Hong, S., Negrello, M., Junker, M., Smilgin, A., Thier, P., & Schutter, E. D. (2016) · eLife · doi:10.7554/elife.13810 · Cited by 73 · see citing works
Hendrix, C. M., Mason, C. R., & Ebner, T. J. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00016.2009 · Cited by 67 · see citing works
Self-citationSuliman-Lavie, R., Title, B., Cohen, Y., Hamada, N., Tal, M., Tal, N., Monderer‐Rothkoff, G., Gudmundsdottir, B., Gudmundsson, K. O., Keller, J. R., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-19577-0 · Cited by 58 · see citing works
The cerebellum for jocks and nerds alike
Popa, L. S., Hewitt, A. L., & Ebner, T. J. (2014) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2014.00113 · Cited by 58 · see citing works
Self-citationLearning to Predict and Control the Physics of Our Movements
Shadmehr, R. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.1675-16.2016 · Cited by 57 · see citing works
Swinnen, S. P., Vangheluwe, S., Wagemans, J. P., Coxon, J. P., Goble, D. J., Impe, A. V., Sunaert, S. G., Peeters, R. R., & Wenderoth, N. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.052 · Cited by 55 · see citing works
Phoka, E., Cuntz, H., Roth, A., & Häusser, M. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000768 · Cited by 52 · see citing works
Joiner, W. M., Ajayi, O., Sing, G. C., & Smith, M. A. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00884.2009 · Cited by 50 · see citing works
Hewitt, A. L., Popa, L. S., & Ebner, T. J. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.2579-14.2015 · Cited by 47 · see citing works
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Roitman, A., Pasalar, S., & Ebner, T. J. (2008) · Experimental Brain Research · doi:10.1007/s00221-008-1580-9 · Cited by 42 · see citing works
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Development of Feedforward Control in a Dynamic Manual Tracking Task
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Encoding of locomotion kinematics in the mouse cerebellum
Muzzu, T., Mitolo, S., Gava, G. P., & Schultz, S. R. (2018) · PLoS ONE · doi:10.1371/journal.pone.0203900 · Cited by 38 · see citing works
Delaloy, C., Hadchouel, J., Imbert–Teboul, M., Clemessy, M., Houot, A.-M., & Jeunemaı̂tre, X. (2006) · American Journal Of Pathology · doi:10.2353/ajpath.2006.051290 · Cited by 37 · see citing works
Popa, L. S., Streng, M. L., & Ebner, T. J. (2017) · eneuro · doi:10.1523/eneuro.0036-17.2017 · Cited by 36 · see citing works
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Ilg, U. J., & Schumann, S. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00278.2006 · Cited by 36 · see citing works
Purkinje Cell Representations of Behavior: Diary of a Busy Neuron
Popa, L. S., Streng, M. L., & Ebner, T. J. (2018) · The Neuroscientist · doi:10.1177/1073858418785628 · Cited by 37 · see citing works
Self-citationInstantaneous estimation of motor cortical neural encoding for online brain–machine interfaces
Wang, Y., & Príncipe, J. C. (2010) · Journal of Neural Engineering · doi:10.1088/1741-2560/7/5/056010 · Cited by 30 · see citing works
Manto, M. U., & Taib, N. O. B. (2013) · The Cerebellum · doi:10.1007/s12311-013-0449-z · Cited by 29 · see citing works
Shirinbayan, S. I., Dreyer, A. M., & Rieger, J. W. (2018) · Human Brain Mapping · doi:10.1002/hbm.24361 · Cited by 26 · see citing works
Cerebellum and Internal Models
Ebner, T. J. (2012) · Springer eBooks · doi:10.1007/978-94-007-1333-8_56 · Cited by 26 · see citing works
Self-citationA New Method for Functional Evaluation of Motor Commands in Patients with Cerebellar Ataxia
Lee, J., Kagamihara, Y., & Kakei, S. (2015) · PLoS ONE · doi:10.1371/journal.pone.0132983 · Cited by 26 · see citing works
Ascertaining neuron importance by information theoretical analysis in motor Brain–Machine Interfaces
Wang, Y., Príncipe, J. C., & Sanchez, J. C. (2009) · Neural Networks · doi:10.1016/j.neunet.2009.06.007 · Cited by 24 · see citing works
Processing of Limb Kinematics in the Interpositus Nucleus
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Upper limb movements and cerebral plasticity in post-stroke rehabilitation
Masiero, S., & Carraro, E. (2008) · Aging Clinical and Experimental Research · doi:10.1007/bf03324755 · Cited by 19 · see citing works
Choi, W., Lee, J., Yanagihara, N., Li, L., & Kim, J. (2018) · Scientific Reports · doi:10.1038/s41598-018-31758-y · Cited by 19 · see citing works
Plasticity of cerebellar Purkinje cells in behavioral training of body balance control
Lee, R. X., Huang, J., Huang, C., Tsai, M., & Yen, C. (2015) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2015.00113 · Cited by 17 · see citing works
Logarithmic distributions prove that intrinsic learning is Hebbian
Scheler, G. (2017) · F1000Research · doi:10.12688/f1000research.12130.2 · Cited by 25 · see citing works
Climbing fibers predict movement kinematics and performance errors
Streng, M. L., Popa, L. S., & Ebner, T. J. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00266.2017 · Cited by 17 · see citing works
Self-citationWang, Y., Shé, X., Liao, Y., Li, H., Zhang, Q., Zhang, S., Zheng, X., & Príncipe, J. C. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2015.2500585 · Cited by 18 · see citing works
Past, Present, and Emerging Principles in the Neural Encoding of Movement
Ebner, T. J., Hendrix, C. M., & Pasalar, S. (2008) · Advances in experimental medicine and biology · doi:10.1007/978-0-387-77064-2_7 · Cited by 14 · see citing works
Self-citationState Estimation and the Cerebellum
Hardwick, R. M., Dagioglou, M., & Miall, R. C. (2012) · Springer eBooks · doi:10.1007/978-94-007-1333-8_57 · Cited by 13 · see citing works
de Xivry, J. O., & Diedrichsen, J. (2024) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2024.101386 · Cited by 12 · see citing works
A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces
Wang, Y., Paiva, A. R. C., Príncipe, J. C., & Sanchez, J. C. (2007) · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks · doi:10.1109/ijcnn.2007.4371308 · Cited by 12 · see citing works
Preferential encoding of movement amplitude and speed in the primary motor cortex and cerebellum
Stark‐Inbar, A., & Dayan, E. (2017) · Human Brain Mapping · doi:10.1002/hbm.23802 · Cited by 11 · see citing works
Valle, M. S., Bosco, G., & Poppele, R. E. (2017) · Experimental Brain Research · doi:10.1007/s00221-017-5067-4 · Cited by 10 · see citing works
Neuronale Mechanismen der posturalen Kontrolle und der Einfluss von Gleichgewichtstraining
Taube, W. (2013) · Journal für Kardiologie (Krause & Pachernegg GmbH) · Cited by 10 · see citing works
Cerebellum and Internal Models
Popa, L. S., & Ebner, T. J. (2019) · Springer eBooks · doi:10.1007/978-3-319-97911-3_56-2 · Cited by 9 · see citing works
Self-citationPark, W., Choi, W., Jo, H.-J., Lee, G., & Kim, J. (2020) · Sensors · doi:10.3390/s20123477 · Cited by 9 · see citing works
Manto, M. U. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511750557.005 · Cited by 9 · see citing works
Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons
Wang, Y., Sanchez, J. C., & Príncipe, J. C. (2007) · International IEEE/EMBS Conference on Neural Engineering · doi:10.1109/cne.2007.369719 · Cited by 9 · see citing works
A dual Purkinje cell rate and synchrony code sculpts reach kinematicsPreprint
Nashef, A., Spindle, M. S., Calame, D. J., & Person, A. L. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.07.12.548720 · Cited by 8 · see citing works
Children with a learning disorder show prospective control impairments during visuomanual tracking
van Roon, D., Caeyenberghs, K., Swinnen, S. P., & Smits-Engelsman, B. C. M. (2009) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2009.09.004 · Cited by 7 · see citing works
Disruption of neonatal Purkinje cell function underlies injury-related learning deficits
Sathyanesan, A., Kratimenos, P., & Gallo, V. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2017876118 · Cited by 7 · see citing works
Neuroengineering model of human limb control - Gainscheduled feedback control approach
Takahashi, K., & Massaquoi, S. G. (2007) · IEEE Conference on Decision and Control (CDC) · doi:10.1109/cdc.2007.4434420 · Cited by 7 · see citing works
The cerebellum monitors errors and entrains executive networks
André, P., Cantore, N., Lucibello, L., Migliaccio, P., Rossi, B., Carboncini, M. C., Aloisi, A. M., Manzoni, D., & Arrighi, P. (2023) · Brain Research · doi:10.1016/j.brainres.2023.148730 · Cited by 7 · see citing works
Decoding the nonstationary neural activity in motor cortex for brain machine interfaces
Zhang, S., Liao, Y., Zheng, X., Chen, W., & Wang, Y. (2011) · International Journal of Imaging Systems and Technology · doi:10.1002/ima.20281 · Cited by 6 · see citing works
Spatial anisotropy in the encoding of three-dimensional passive limb position by the spinocerebellum
Valle, M. S., Casabona, A., Bosco, G., & Perciavalle, V. (2006) · Neuroscience · doi:10.1016/j.neuroscience.2006.10.027 · Cited by 6 · see citing works
Wang, Y., Sanchez, J. C., & Príncipe, J. C. (2009) · International Joint Conference on Neural Networks (IJCNN) · doi:10.1109/ijcnn.2009.5178809 · Cited by 6 · see citing works
Lee, G., Choi, W., Jo, H.-J., Park, W., & Kim, J. (2020) · PLoS ONE · doi:10.1371/journal.pone.0241138 · Cited by 6 · see citing works
Dynamic updating of distributed neural representations using forward models
Sauser, E. L., & Billard, A. (2006) · Biological Cybernetics · doi:10.1007/s00422-006-0131-3 · Cited by 6 · see citing works
Cerebellar associative learning underlies skilled reach adaptationPreprint
Calame, D. J., Becker, M. I., & Person, A. L. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.12.17.473247 · Cited by 6 · see citing works
Jo, H.-J., Choi, W., Lee, G., Park, W., & Kim, J. (2020) · Sensors · doi:10.3390/s20216368 · Cited by 5 · see citing works
Rate control and quality assurance during rhythmic force tracking
Huang, C., Su, J., & Hwang, I. (2013) · Behavioural Brain Research · doi:10.1016/j.bbr.2013.11.019 · Cited by 5 · see citing works
Choi, W., Yanagihara, N., Li, L., Kim, J., & Lee, J. (2021) · PLoS ONE · doi:10.1371/journal.pone.0251371 · Cited by 5 · see citing works
Choi, W., Li, L., & Lee, J. (2019) · BioMed Research International · doi:10.1155/2019/3867138 · Cited by 5 · see citing works
Huang, C.-T., & Hwang, I. (2013) · Human Movement Science · doi:10.1016/j.humov.2013.03.007 · Cited by 5 · see citing works
Clinical and Pathophysiological Features of Cerebellar Dysfunction
Grimaldi, G., & Manto, M. U. (2011) · Wiley eBooks · doi:10.1002/9781444346183.ch17 · Cited by 5 · see citing works
Casabona, A., Valle, M. S., Bosco, G., & Perciavalle, V. (2008) · Neuroscience · doi:10.1016/j.neuroscience.2008.09.006 · Cited by 4 · see citing works
Mohammadi, A. G., Halvagal, M. S., & Zenke, F. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.11.25.690220 · Cited by 4 · see citing works
A triple distinction of cerebellar function for oculomotor learning and fatigue compensation
Masselink, J., Cheviet, A., Tilikete, C., Pélisson, D., & Lappe, M. (2023) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1011322 · Cited by 3 · see citing works
Signaling of Predictive and Feedback Information in Purkinje Cell Simple Spike Activity
Popa, L. S., Streng, M. L., & Ebner, T. J. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-801386-1.00001-0 · Cited by 3 · see citing works
Self-citationCerebellum and Internal Models
Popa, L. S., & Ebner, T. J. (2021) · Springer eBooks · doi:10.1007/978-3-030-23810-0_56 · Cited by 2 · see citing works
Self-citationJoint angles and angular velocities and relevance of eigenvectors during prehension in the monkey
Prosise, J., Hendrix, C. M., & Ebner, T. J. (2014) · Experimental Brain Research · doi:10.1007/s00221-014-4117-4 · Cited by 2 · see citing works
Self-citationPOINT PROCESS MONTE CARLO FILTERING FOR BRAIN MACHINE INTERFACES By
Wang, Y. (2008) · Cited by 1 · see citing works
State Estimation and the Cerebellum
Hardwick, R. M., Dagioglou, M., & Miall, R. C. (2021) · Springer eBooks · doi:10.1007/978-3-030-23810-0_57 · Cited by 1 · see citing works
On the cerebellum and language: neurostimulation and imaging studies
Lesage, E. (2014) · University of Birmingham Institutional Research Archive (University of Birmingham) · Cited by 1 · see citing works
Neural control strategies for a complex biomechanical system: primary motor cortex and the hand.
Prosise, J. (2010) · University of Minnesota Digital Conservancy (University of Minnesota)
Does cerebellar cortex function as a forward internal model for motor control
Hewitt, A. L. (2013) · University of Minnesota Digital Conservancy (University of Minnesota)
The Quest for a Unifying Framework for the Role of Cerebellar Complex Spikes
Markanday, A., & Thier, P. (2021) · Contemporary clinical neuroscience · doi:10.1007/978-3-030-75817-2_13
The role of cerebellum in action acquisition and motor learning
Dagioglou, M. (2014) · University of Birmingham Institutional Research Archive (University of Birmingham)
Han, K., Choi, W., & Kim, J. (2025) · IEEE Access · doi:10.1109/access.2025.3592702
- Authors
- Roitman, A. V., Pasalar, S., Johnson, M. T. V., & Ebner, T. J.
- Affiliations
- University of Minnesota (US)
- University of Minnesota, Duluth (US)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2005-10-05
- Volume
- 25
- Issue
- 40
- Pages
- 9244-9257
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6725746
- OpenAlex
- W2058352117
- Cited by
- 107
- References
- 59
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 1 · 2023: 4 · 2021: 7 · 2020: 7 · 2019: 4 · 2018: 5 · 2017: 7 · 2016: 3 · 2015: 7 · 2014: 7 · 2013: 7 · 2012: 3
- FWCI
- 3.14
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation (9873478)
- National Institutes of Health
- National Institute of Neurological Disorders and Stroke (5R01-NS-18338, R01NS018338)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Life Sciences › Neuroscience › Neurology › Vestibular and auditory disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Keywords
- Purkinje cells, smooth pursuit eye movements, velocity tuning, arm movement, rhesus monkeys
- MeSH terms
- Action Potentials, Animals, Behavior, Animal, Biomechanical Phenomena, Brain Mapping, Cerebellum, Electromyography, Eye Movements, Hand, Macaca mulatta, Models, Neurological, Movement, Orientation, Psychomotor Performance, Purkinje Cells, Reaction Time, Task Performance and Analysis, Models, Statistical, Muscle, Skeletal
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.
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