Nonvisual Complex Spike Signals in the Rabbit Cerebellar Flocculus

In addition to the well-known signals of retinal image slip, floccular complex spikes (CSs) also convey nonvisual signals. We recorded eye movement and CS activity from Purkinje cells in awake rabbits sinusoidally oscillated in the dark on a vestibular turntable. The stimulus frequency ranged from 0.2 to 1.2 Hz, and the velocity amplitude ranged from 6.3 to 50°/s. The average CS modulation was evaluated at each combination of stimulus frequency and amplitude. More than 75% of the Purkinje cells carried nonvisual CS signals. The amplitude of this modulation remained relatively constant over the entire stimulus range. The phase response of the CS modulation in the dark was opposite to that during the vestibulo-ocular reflex (VOR) in the light. With increased frequency, the phase response systematically shifted from being aligned with contraversive head velocity toward peak contralateral head position. At fixed frequency, the phase response was dependent on peak head velocity, indicating a system nonlinearity. The nonvisual CS modulation apparently reflects a competition between eye movement and vestibular signals, resulting in an eye movement error signal inferred from nonvisual sources. The combination of this error signal with the retinal slip signal in the inferior olive results in a net error signal reporting the discrepancy between the actual visually measured eye movement error and the inferred eye movement error derived from measures of the internal state. The presence of two error signals requires that the role of CSs in models of the floccular control of VOR adaption be expanded beyond retinal slip.

[1]  Daniel M. Wolpert,et al.  Forward Models for Physiological Motor Control , 1996, Neural Networks.

[2]  M. Kusunoki,et al.  Nature of optokinetic response and zonal organization of climbing fiber afferents in the vestibulocerebellum of the pigmented rabbit , 1990, Experimental Brain Research.

[3]  A. Fuchs,et al.  Discharge patterns of neurons in the pretectal nucleus of the optic tract (NOT) in the behaving primate. , 1990, Journal of neurophysiology.

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

[5]  Kris M. Horn,et al.  Activation of climbing fibers , 2008, The Cerebellum.

[6]  S. Lisberger,et al.  The Cerebellum: A Neuronal Learning Machine? , 1996, Science.

[7]  J. Simpson,et al.  The accessory optic system of rabbit. I. Basic visual response properties. , 1988, Journal of neurophysiology.

[8]  O. Oscasson Functional organization of olivary projection to the cerebellar anterior lobe , 1980 .

[9]  M. Kawato,et al.  Temporal firing patterns of Purkinje cells in the cerebellar ventral paraflocculus during ocular following responses in monkeys II. Complex spikes. , 1998, Journal of neurophysiology.

[10]  K. Hoffmann,et al.  Responses of Neurons of the Nucleus of the Optic Tract and the Dorsal Terminal Nucleus of the Accessory Optic Tract in the Awake Monkey , 1996, The European journal of neuroscience.

[11]  M. Kawato,et al.  The cerebellum and VOR/OKR learning models , 1992, Trends in Neurosciences.

[12]  N. Kuiper Tests concerning random points on a circle , 1960 .

[13]  James V. Stone,et al.  Decorrelation control by the cerebellum achieves oculomotor plant compensation in simulated vestibulo-ocular reflex , 2002, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[14]  N. Mizuno,et al.  An electron microscope study of the dorsal cap of the inferior olive in the rabbit, with special reference to the pretecto-olivary fibers. , 1974, Brain research.

[15]  N. Gerrits,et al.  Vestibular afferents of the inferior olive and the vestibulo-olivo-cerebellar climbing fiber pathway to the flocculus in the cat , 1985, Brain Research.

[16]  Johannes van der Steen,et al.  Floccular Complex Spike Response to Transparent Retinal Slip , 2001, Neuron.

[17]  T. Yin,et al.  Binaural interaction in low-frequency neurons in inferior colliculus of the cat. III. Effects of changing frequency. , 1983, Journal of neurophysiology.

[18]  N. Gerrits,et al.  Zonal organization of the climbing fiber projection to the flocculus and nodulus of the rabbit: A combined axonal tracing and acetylcholinesterase histochemical study , 1995, The Journal of comparative neurology.

[19]  J I Simpson,et al.  Complex Spike Activity in the Flocculus Signals More than the Eye Can See , 2002, Annals of the New York Academy of Sciences.

[20]  A. Schoppmann,et al.  A direct afferent visual pathway from the nucleus of the optic tract to the inferior olive in the cat , 1976, Brain Research.

[21]  J. Simpson,et al.  Afferents to the vestibulo-cerebellum and the origin of the visual climbing fibers in the rabbit , 1975, Brain Research.

[22]  M. Fujita,et al.  Simulation of adaptive modification of the vestibulo-ocular reflex with an adaptive filter model of the cerebellum , 1982, Biological Cybernetics.

[23]  Robijanto Soetedjo,et al.  Complex Spike Activity of Purkinje Cells in the Oculomotor Vermis during Behavioral Adaptation of Monkey Saccades , 2006, The Journal of Neuroscience.

[24]  J I Simpson,et al.  Dynamics of abducens nucleus neurons in the awake rabbit. , 1995, Journal of neurophysiology.

[25]  D. Robinson Adaptive gain control of vestibuloocular reflex by the cerebellum. , 1976, Journal of neurophysiology.

[26]  Dora E Angelaki,et al.  Relationship between Complex and Simple Spike Activity in Macaque Caudal Vermis during Three-Dimensional Vestibular Stimulation , 2010, The Journal of Neuroscience.

[27]  C I De Zeeuw,et al.  Effects of nucleus prepositus hypoglossi lesions on visual climbing fiber activity in the rabbit flocculus. , 2000, Journal of neurophysiology.

[28]  Mitsuo Kawato,et al.  Computational study on monkey VOR adaptation and smooth pursuit based on the parallel control-pathway theory. , 2002, Journal of neurophysiology.

[29]  Direction selective climbing fiber responses to horizontal and vertical optokinetic stimuli in the cat cerebellar flocculus. , 1993, Acta oto-laryngologica. Supplementum.

[30]  Nestor A. Schmajuk,et al.  Simulation of adaptive mechanisms in the vestibulo-ocular reflex , 1992, Biological Cybernetics.

[31]  G Cheron,et al.  Discharge properties of brain stem neurons projecting to the flocculus in the alert cat. II. Prepositus hypoglossal nucleus. , 1996, Journal of neurophysiology.

[32]  N. Barmack,et al.  Cholinergic projection to the dorsal cap of the inferior olive of the rat, rabbit, and monkey , 1993, The Journal of comparative neurology.

[33]  C. G. Phillips,et al.  Excitatory and inhibitory processes acting upon individual Purkinje cells of the cerebellum in cats , 1956, The Journal of physiology.

[34]  M. Ito Cerebellar control of the vestibulo-ocular reflex--around the flocculus hypothesis. , 1982, Annual review of neuroscience.

[35]  N. Barmack,et al.  Multiple-unit activity evoked in dorsal cap of inferior olive of the rabbit by visual stimulation. , 1980, Journal of neurophysiology.

[36]  Jennifer L Raymond,et al.  Reversal of motor learning in the vestibulo-ocular reflex in the absence of visual input. , 2004, Learning & memory.

[37]  M. Ito,et al.  Neural design of the cerebellar motor control system. , 1972, Brain research.

[38]  C. I. Zeeuw,et al.  Olivary projecting neurons in the nucleus prepositus hypoglossi, group y and ventral dentate nucleus do not project to the oculomotor complex in the rabbit and the rat , 1995, Neuroscience Letters.

[39]  J. Simpson,et al.  Functional and anatomic organization of three-dimensional eye movements in rabbit cerebellar flocculus. , 1994, Journal of neurophysiology.

[40]  W. T. Thach,et al.  Nonclock behavior of inferior olive neurons: interspike interval of Purkinje cell complex spike discharge in the awake behaving monkey is random. , 1995, Journal of neurophysiology.

[41]  S. Lisberger,et al.  Visual responses of Purkinje cells in the cerebellar flocculus during smooth-pursuit eye movements in monkeys. I. Simple spikes. , 1990, Journal of neurophysiology.

[42]  J. Goldberg,et al.  Response of binaural neurons of dog superior olivary complex to dichotic tonal stimuli: some physiological mechanisms of sound localization. , 1969, Journal of neurophysiology.

[43]  M. Frens,et al.  Motor coding in floccular climbing fibers. , 2006, Journal of neurophysiology.

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

[45]  B. Cohen,et al.  Effects of lesions of the nucleus of the optic tract on optokinetic nystagmus and after-nystagmus in the monkey , 2004, Experimental Brain Research.

[46]  R. de la Cruz,et al.  A physiological study of vestibular and prepositus hypoglossi neurones projecting to the abducens nucleus in the alert cat. , 1992, The Journal of physiology.

[47]  D. Marr A theory of cerebellar cortex , 1969, The Journal of physiology.

[48]  J. Simpson,et al.  Spatial organization of visual messages of the rabbit's cerebellar flocculus. I. Typology of inferior olive neurons of the dorsal cap of Kooy. , 1988, Journal of neurophysiology.

[49]  Douglas R. Wylie,et al.  More on climbing fiber signals and their consequence(s) , 1996 .

[50]  J. Albus A Theory of Cerebellar Function , 1971 .

[51]  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.

[52]  M. Kano,et al.  Nature of optokinetic response and zonal organization of climbing fiber afferents in the vestibulocerebellum of the pigmental rabbit. I, The flocculus. II, The nodulus , 1990 .

[53]  S. Lisberger,et al.  Visual responses of Purkinje cells in the cerebellar flocculus during smooth-pursuit eye movements in monkeys. II. Complex spikes. , 1990, Journal of neurophysiology.

[54]  J. Eccles,et al.  The excitatory synaptic action of climbing fibres on the Purkinje cells of the cerebellum , 1966, The Journal of physiology.

[55]  Ichiro Takeuchi,et al.  A dynamical model for the vertical vestibuloocular reflex and optokinetic response in primate , 2003, Neurocomputing.

[56]  J. Simpson,et al.  Phase relations of Purkinje cells in the rabbit flocculus during compensatory eye movements. , 1995, Journal of neurophysiology.

[57]  D. Wilkie,et al.  Rayleigh Test for Randomness of Circular Data , 1983 .

[58]  Toshiaki Takeda,et al.  The origin of the pretecto-olivary tract. A study using the horseradish peroxidase method , 1976, Brain Research.

[59]  B. Richmond,et al.  Implantation of magnetic search coils for measurement of eye position: An improved method , 1980, Vision Research.

[60]  Masao Ito,et al.  Impulse discharge from flocculus Purkinje cells of alert rabbits during visual stimulation combined with horizontal head rotation , 1975, Brain Research.

[61]  C. Darlot The cerebellum as a predictor of neural messages—I. The stable estimator hypothesis , 1993, Neuroscience.

[62]  J. Raymond,et al.  Elimination of climbing fiber instructive signals during motor learning , 2009, Nature Neuroscience.

[63]  D. M. Broussard,et al.  Learning in a simple motor system. , 2004, Learning & memory.

[64]  J. Simpson,et al.  Spatial organization of visual messages of the rabbit's cerebellar flocculus. II. Complex and simple spike responses of Purkinje cells. , 1988, Journal of neurophysiology.

[65]  J. Simpson,et al.  The accessory optic system of rabbit. II. Spatial organization of direction selectivity. , 1988, Journal of neurophysiology.

[66]  Masao Ito Error detection and representation in the olivo-cerebellar system , 2013, Front. Neural Circuits.

[67]  Peter Thier,et al.  Cerebellar Complex Spike Firing Is Suitable to Induce as Well as to Stabilize Motor Learning , 2005, Current Biology.

[68]  J. Steinmetz,et al.  Dorsal accessory inferior olive activity diminishes during acquisition of the rabbit classically conditioned eyelid response , 1991, Brain Research.

[69]  W. T. Thach Somatosensory receptive fields of single units in cat cerebellar cortex. , 1967, Journal of neurophysiology.

[70]  W. Precht,et al.  Responses of units in the rat cerebellar flocculus during optokinetic and vestibular stimulation , 2004, Experimental Brain Research.

[71]  Mark Shelhamer,et al.  Short-term vestibulo-ocular reflex adaptation in humans , 1994, Experimental Brain Research.

[72]  A. Fuchs,et al.  Anatomical connections of the primate pretectal nucleus of the optic tract , 1994, The Journal of comparative neurology.

[73]  J. Simpson,et al.  Visual climbing fiber input to rabbit vestibulo-cerebellum: a source of direction-specific information. , 1974, Brain research.

[74]  M. Mauk,et al.  Inhibition of climbing fibres is a signal for the extinction of conditioned eyelid responses , 2002, Nature.

[75]  D. Wolpert,et al.  Is the cerebellum a smith predictor? , 1993, Journal of motor behavior.

[76]  R. Blanks,et al.  Projections of the dorsal and lateral terminal accessory optic nuclei and of the interstitial nucleus of the superior fasciculus (posterior fibers) in the rabbit and rat , 1988, The Journal of comparative neurology.

[77]  A. Berthoz,et al.  A neurophysiological study of prepositus hypoglossi neurons projecting to oculomotor and preoculomotor nuclei in the alert cat , 1989, Neuroscience.

[78]  T. Kawasaki,et al.  Short-term modulation of cerebellar Purkinje cell activity after spontaneous climbing fiber input. , 1992, Journal of neurophysiology.

[79]  E. Mugnaini,et al.  Fine structure of the dorsal cap of the inferior olive and its GAB aergic and non‐Gabaergic input from the nucleus prepositus hypoglossi in rat and rabbit , 1993, The Journal of comparative neurology.

[80]  D. Robinson,et al.  A METHOD OF MEASURING EYE MOVEMENT USING A SCLERAL SEARCH COIL IN A MAGNETIC FIELD. , 1963, IEEE transactions on bio-medical engineering.

[81]  J. Simpson,et al.  Projections of individual purkinje cells of identified zones in the flocculus to the vestibular and cerebellar nuclei in the rabbit , 1994, The Journal of comparative neurology.

[82]  D. Wolpert,et al.  Internal models in the cerebellum , 1998, Trends in Cognitive Sciences.