Neural Correlates of Forward and Inverse Models for Eye Movements: Evidence from Three-Dimensional Kinematics

Inverse and forward dynamic models have been conceptually important in computational motor control. In particular, inverse models are thought to convert desired action into appropriate motor commands. In parallel, forward models predict the consequences of the motor command on behavior by constructing an efference copy of the actual movement. Despite theoretical appeal, their neural representation has remained elusive. Here, we provide evidence supporting the notion that a group of premotor neurons called burst-tonic (BT) cells represent the output of the inverse model for eye movements. We show that BT neurons, like extraocular motoneurons but different from the evoked eye movement, do not carry signals appropriate for the half-angle rule of ocular kinematics during smooth-pursuit eye movements from eccentric positions. Along with findings of identical response dynamics as motoneurons, these results strongly suggest that BT cells carry a replica of the motor command. In contrast, eye-head (EH) neurons, a premotor cell type that is the target of Purkinje cell inhibition from the cerebellar flocculus/ventral paraflocculus, exhibit properties that could be consistent with the half-angle rule. Therefore, EH cells may be functionally related to the output of a forward internal model thought to construct an efference copy of the actual eye movement.

[1]  R. McCrea,et al.  Anatomical connections of the prepositus and abducens nuclei in the squirrel monkey , 1988, The Journal of comparative neurology.

[2]  Dora E Angelaki,et al.  Foveal Versus Full-Field Visual Stabilization Strategies for Translational and Rotational Head Movements , 2003, The Journal of Neuroscience.

[3]  Dora E. Angelaki,et al.  Do Motoneurons Encode the Noncommutativity of Ocular Rotations? , 2005, Neuron.

[4]  K Hepp,et al.  Two- rather than three-dimensional representation of saccades in monkey superior colliculus. , 1991, Science.

[5]  Dora E Angelaki,et al.  Neural correlates of the dependence of compensatory eye movements during translation on target distance and eccentricity. , 2006, Journal of neurophysiology.

[6]  J. Demer,et al.  Active pulleys: magnetic resonance imaging of rectus muscle paths in tertiary gazes. , 2002, Investigative ophthalmology & visual science.

[7]  Stefan Glasauer,et al.  Cerebellar Contribution to Saccades and Gaze Holding , 2003 .

[8]  Dora E Angelaki,et al.  Roles of gravitational cues and efference copy signals in the rotational updating of memory saccades. , 2005, Journal of neurophysiology.

[9]  J. Büttner-Ennever,et al.  Pathways from Cell Groups of the Paramedian Tracts to the Floccular Region a , 1996, Annals of the New York Academy of Sciences.

[10]  K Hepp,et al.  Role of Monkey Nucleus Reticularis Tegmenti Pontis in the Stabilization of Listing’s Plane , 1996, The Journal of Neuroscience.

[11]  K Hepp,et al.  Ocular counterroll modulates the preferred direction of saccade-related pontine burst neurons in the monkey. , 2001, Journal of neurophysiology.

[12]  M. Kawato,et al.  Modular organization of internal models of tools in the human cerebellum , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[13]  T. Ebner,et al.  Force field effects on cerebellar Purkinje cell discharge with implications for internal models , 2006, Nature Neuroscience.

[14]  Kikuro Fukushima,et al.  The interstitial nucleus of Cajal in the midbrain reticular formation and vertical eye movement , 1991, Neuroscience Research.

[15]  Joel Miller Functional anatomy of normal human rectus muscles , 1989, Vision Research.

[16]  S. Glasauer,et al.  Cerebellar contribution to saccades and gaze holding: a modeling approach. , 2003, Annals of the New York Academy of Sciences.

[17]  Dora E Angelaki,et al.  Premotor Neurons Encode Torsional Eye Velocity during Smooth-Pursuit Eye Movements , 2003, The Journal of Neuroscience.

[18]  J. Demer,et al.  Evidence for active control of rectus extraocular muscle pulleys. , 2000, Investigative ophthalmology & visual science.

[19]  Kaoru Yoshida,et al.  Evidence for brainstem structures participating in oculomotor integration. , 2000, Science.

[20]  S. Glasauer,et al.  Pathological torsional eye deviation during voluntary saccades: a violation of Listing's law. , 1997, Journal of neurology, neurosurgery, and psychiatry.

[21]  M. Kawato,et al.  Inverse-dynamics model eye movement control by Purkinje cells in the cerebellum , 1993, Nature.

[22]  J. Crawford,et al.  Neural control of three-dimensional eye and head movements , 2003, Current Opinion in Neurobiology.

[23]  D. Zee,et al.  Kinematics of the rotational vestibuloocular reflex: role of the cerebellum. , 2007, Journal of neurophysiology.

[24]  T. Vilis,et al.  Geometric relations of eye position and velocity vectors during saccades , 1990, Vision Research.

[25]  Dora E Angelaki,et al.  Three-dimensional ocular kinematics during eccentric rotations: evidence for functional rather than mechanical constraints. , 2003, Journal of neurophysiology.

[26]  A. Fuchs,et al.  Physiological and behavioral identification of vestibular nucleus neurons mediating the horizontal vestibuloocular reflex in trained rhesus monkeys. , 1992, Journal of neurophysiology.

[27]  Dora E Angelaki,et al.  Three-Dimensional Kinematics at the Level of the Oculomotor Plant , 2006, The Journal of Neuroscience.

[28]  D M Wolpert,et al.  Multiple paired forward and inverse models for motor control , 1998, Neural Networks.

[29]  R. Baker,et al.  Anatomical connections of the nucleus prepositus of the cat , 1985, The Journal of comparative neurology.

[30]  Dora E Angelaki,et al.  Control of eye orientation: where does the brain's role end and the muscle's begin? , 2004, The European journal of neuroscience.

[31]  A. Fuchs,et al.  Discharge patterns in nucleus prepositus hypoglossi and adjacent medial vestibular nucleus during horizontal eye movement in behaving macaques. , 1992, Journal of neurophysiology.

[32]  F A Mussa-Ivaldi,et al.  Adaptive representation of dynamics during learning of a motor task , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[33]  A. Fuchs,et al.  Afferents to the flocculus of the cerebellum in the rhesus macaque as revealed by retrograde transport of horseradish peroxidase , 1985, The Journal of comparative neurology.

[34]  K Hepp,et al.  Monkey superior colliculus represents rapid eye movements in a two-dimensional motor map. , 1993, Journal of neurophysiology.

[35]  Dora E Angelaki,et al.  A Reevaluation of the Inverse Dynamic Model for Eye Movements , 2007, The Journal of Neuroscience.

[36]  Dora E Angelaki,et al.  Pursuit--vestibular interactions in brain stem neurons during rotation and translation. , 2005, Journal of neurophysiology.

[37]  D S Zee,et al.  Three-dimensional kinematics of ocular drift in humans with cerebellar atrophy. , 2000, Journal of neurophysiology.

[38]  S G Lisberger,et al.  Responses during eye movements of brain stem neurons that receive monosynaptic inhibition from the flocculus and ventral paraflocculus in monkeys. , 1994, Journal of neurophysiology.

[39]  A. A. Skavenski,et al.  Role of abducens neurons in vestibuloocular reflex. , 1973, Journal of neurophysiology.

[40]  D. Tweed,et al.  Rotational kinematics of the human vestibuloocular reflex. III. Listing's law. , 1994, Journal of neurophysiology.

[41]  T Vilis,et al.  Axes of eye rotation and Listing's law during rotations of the head. , 1991, Journal of neurophysiology.

[42]  Michael I. Jordan,et al.  An internal model for sensorimotor integration. , 1995, Science.

[43]  S. Highstein,et al.  Properties of superior vestibular nucleus flocculus target neurons in the squirrel monkey. II. Signal components revealed by reversible flocculus inactivation. , 1995, Journal of neurophysiology.

[44]  F. Lacquaniti,et al.  Internal models of target motion: expected dynamics overrides measured kinematics in timing manual interceptions. , 2004, Journal of neurophysiology.