Evolution of the cerebellum as a neuronal machine for Bayesian state estimation

Journal of Neural Engineering

Volumn 2, Issue 3, 2005, Pages

  Paulin, M G ^a  

^a UNIVERSITY OF OTAGO   (New Zealand)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL METHODS; INFORMATION ANALYSIS; MATHEMATICAL MODELS; MONTE CARLO METHODS; MOTORS; SENSORS; STATE ESTIMATION;

BAYESIAN STATE ESTIMATION; ELECTROSENSORY VERTEBRATES; NEURONAL MACHINES; SENSORY SYSTEMS;

NEUROLOGY;

ARTICLE; BAYES THEOREM; CEREBELLUM CORTEX; COGNITION; MONTE CARLO METHOD; MOTOR CONTROL; MOTOR PERFORMANCE; NERVE CELL NETWORK; PREDICTION; PRIORITY JOURNAL; RHOMBENCEPHALON; STOCHASTIC MODEL; TASK PERFORMANCE;

ADAPTATION, PHYSIOLOGICAL; ANIMALS; BAYES THEOREM; CEREBELLUM; CYBERNETICS; EVOLUTION; HUMANS; MODELS, NEUROLOGICAL; MODELS, STATISTICAL; NERVE NET; NEURAL NETWORKS (COMPUTER); NEURONS; PATTERN RECOGNITION, AUTOMATED; PROPRIOCEPTION;

CHONDRICHTHYES; VERTEBRATA;

EID: 24044497251     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/2/3/S06     Document Type: Article

References (92)

1. Eccles J C, Ito M and Szentagothai J 1967 The Cerebellum as a Neuronal Machine (New York: Springer)
2. Ito M 1984 The Cerebellum and Neural Control (New York: Raven Press)
3. Dow R S and Morazzi G 1958 The Physiology and Pathology of the Cerebellum (Minnesota, MN: University of Minnesota Press)
4. Bower J M 1997 Is the cerebellum sensory for motor's sake, or motor for sensory's sake: the view from the whiskers of a rat? Cerebellum: From Structure to Control (New York: Elsevier) pp 463-96
5. Allen G et al 1997 Attentional activation of the cerebellum independent of motor involvement Science 275 1940-3
6. Desmond J E and Fiez J A 1999 Neuroimaging studies of the cerebellum: language, learning and memory Trends Cogn. Sci. 2 355-62
7. Ivry R B et al 2002 The cerebellum and event timing Cerebellum: Recent Developments in Cerebellar Research (New York: New York Academy of Sciences) pp 302-17
8. Nixon P D and Passingham R E 2001 Predicting sensory events - the role of the cerebellum in motor learning Exp. Brain Res. 138 251-7
9. Paulin M G 1993 The role of the cerebellum in motor control and perception Brain Behav. Evol. 41 39-50
10. Paulin M G 1997 The role of the cerebellum in neural representation of moving systems The Cerebellum and Cognition ed J Schmahmann (San Diego: Kluwer) pp 515-33
11. Schmahmann J 1997 Cerebellum and Cognition: International Review of Neurobiology vol 41 (New York: Academic Press)
12. Paulin M G 1989 A Kalman filter theory of the cerebellum Dynamic Interactions in Neural Networks ed M A Arbib and S Amari (New York: Springer) pp 239-60
13. Wolpert D M, Miall R C and Kawato M 1998 Internal models in the cerebellum Trends Cogn. Sci 2 338-47
14. Miall R C et al 1993 Is the cerebellum a Smith predictor? J. Motor Behav. 25 203-16
15. Paulin M G 1985 Cerebellar control of vestibular reflexes PhD Thesis University of Auckland
16. Bower J P and Parsons L M 2002 Rethinking the lesser brain Sci. Am. 287 50-7
17. Sailer U, Eggert T and Straube A 2005 Impaired temporal prediction and eye-hand coordination in patients with Cerebellar lesions Behav. Brain Res. 160 72-87
18. Petacchi A et al 2005 Cerebellum and auditory function: an ALE meta-analysis of functional neuroimaging studies Hum. Brain Mapp. 25 118-28
19. Paquier P 2005 A synthesis of the role of the cerebellum in cognition Aphasiology 19 3-19
20. Deacon T W 1990 Rethinking mammalian brain evolution Am. Zoologist 30 629-705
21. Striedter G F 2005 Principles of Brain Evolution (Sunderland, MA: Sinauer Associates)
22. Morris S C 1998 The Crucible of Creation: The Burgess Shale and the Rise of Animals (Oxford: Oxford University Press)
23. Nielson C 1995 Animal Evolution: Interrelationships of the Living Phyla (Oxford: OUP)
24. Bolviken E et al 2001 Monte Carlo filters for non-linear state estimation Automatica 37 177-83
25. Doucet A, De Freitas N and Gordon N (eds) 2001 Sequential Monte-Carlo Methods in Practice (Berlin: Springer)
26. Llinas R R 1969 Neurobiology of Cerebellar Evolution and Development (Chicago: American Medical Association)
27. Bell C C 2002 Evolution of cerebellum-like structures Brain Behav. Evol. 59 312-26
28. Bodznick D, Montgomery J C and Carey M 1999 Adaptive mechanisms in the elasmobranch hindbrain J. Exp. Biol 202 1357-64
29. Montgomery J C and Bodznick D 1999 Signals and noise in the elasmobranch electrosensory system J. Exp. Biol. 202 1349-55
30. Maldonado M 2004 Choanoflagellates, choanocytes, and animal multicellularity Inverteb. Biol. 123 1-22
31. Northcutt R G 1997 Evolution of gnathostome lateral line ontogenies Brain Behav. Evol. 50 25-37
32. Northcutt R G and Gans C 1983 The genesis of neural crest and epidermal placodes - a reinterpretation of vertebrate origins Q. Rev. Biol. 58 1-28
33. Northcutt R G, Brandle K and Fritzsch B 1995 Electroreceptors and mechanosensory lateral-line organs arise from single placodes in axolotls Dev. Biol 168 358-73
34. Holland N D 2003 Early central nervous system evolution: an era of skin brains? Nat. Rev. Neurosci. 4 617-27
35. Wang D Y C, Kumar S and Hedges S B 1999 Divergence time estimates for the early history of animal phyla and the origin of plants, animals and fungi Proc. R. Soc. 266 163-71
36. Purcell E M 1977 Life at low Reynolds number Am. J. Phys 45 3-11
37. Braitenberg V (ed) 1984 Vehicles: Experiments in Synthetic Psychology (Cambridge, MA: The MIT Press) pp 1-19
38. Holland P W H and GarciaFernandez J 1996 Hox genes and chordate evolution Dev. Biol. 173 382-95
39. Kalmijn A J 1982 Electric and magnetic-field detection in elasmobranch fishes Science 218 916-8
40. Bullock T H, Northcutt R G and Bodznick D 1982 Evolution of electroreception Trends Neurosci 5 50-3
41. Murray R W 1965 Receptor mechanisms in ampullae of Lorenzini of elasmobranch fishes Cold Spring Harbor Symposia on Quantitative Biology vol 30 70 233
42. Murray R W 1962 The response of the ampullae of lorenzini of elasmobranchs to electrical stimulation J. Exp. Biol. 39 119-28
43. Kalmijn A J 2000 Detection and processing of electromagnetic and near-field acoustic signals in elasmobranch fishes Phil. Trans. R. Soc. B 355 1135-41
44. Gustafsson F et al 2002 Particle filters for positioning, navigation, and tracking IEEE Trans. Signal Process. 50 425-37
45. Arulampalam S et al 2001 A Tutorial on Particle Filters for On-line Non-linear/Non-Gaussian Bayesian Tracking IEEE Trans. Signal Proc. 50 174-88
46. Ristic B, Arulampalam S and Gordon N 2004 Beyond the Kalman Filter: Particle Filters for Tracking Applications (Norwood, MA: Artech House)
47. Nissanov J and Eaton R C 1989 Reticulospinal control of rapid escape turning maneuvers in fishes Am. Zoologist 29 103-21
48. Zottoli S J and Faber D S 2000 The Mauthner cell: what has it taught us? Neuroscientist 6 26-38
49. Montgomery J C 1984 Noise cancellation in the electrosensory system of the thornback ray - common-mode rejection of input produced by the animals own ventilatory movement J. Comp. Physiol. 155 103-11
50. Montgomery J C and Bodznick D 1994 An adaptive filter that cancels self-induced noise in the electrosensory and lateral-line mechanosensory systems of fish Neurosci. Lett. 174 145-8
51. Bell C et al 1997 The generation and subtraction of sensory expectations within cerebellum-like structures Brain Behav. Evol. 50 17-31
52. Paulin M G 1992 Digital-filters for firing rate estimation Biol. Cybern. 66 525-31
53. Paulin M G and Hoffman L F 2001 Optimal firing rate estimation Neural Netw. 14 877-81
54. Salyapongse A, Hjelmstad G and Bodznick D 1992 2nd-order electroreceptive cells in skates have response properties dependent on the configuration of their inhibitory receptive-fields Biol. Bull 183 349
55. Bodznick D and Montgomery J C 1992 Suppression of ventilatory reafference in the elasmobranch electrosensory system - medullary neuron receptive-fields support a common-mode rejection mechanism J. Exp. Biol. 171 127-37
56. Bodznick D, Montgomery J C and Bradley D J 1992 Suppression of common-mode signals within the electrosensory system of the little skate raja-erinacea J. Exp. Biol. 171 107-25
57. Northcutt R G 2002 Understanding vertebrate brain evolution Integr. Comp. Eiol. 42 743-56
58. Lacalli T C 2004 Sensory systems in amphioxus: a window on the ancestral chordate condition Brain Behav. Evol. 64 148-62
59. Vogel S 2003 Comparative Biomechanics: Life's Physical World (Princeton, NJ: Princeton University Press)
60. Streams F A 1994 Effect of prey size on attack components of the functional-response by notonecta-undulata Oecologia 98 57-63
61. Voigt R, Carton A G and Montgomery J C 2000 Responses of anterior lateral line afferent neurones to water flow J. Exp. Eiol. 203 2495-502
62. O'Leary D P and Honrubia V 1976 Analysis of afferent responses from isolated semicircular canal of the guitarfish using rotational acceleration white-noise inputs: II. Estimation of linear system parameters and gain and phase spectra J. Neurophysiol. 39 645-59
63. O'Leary D P and Dunn R F 1976 Analysis of afferent responses from isolated semicircular canal of the guitarfish using rotational acceleration white-noise inputs: I. Correlation of response dynamics with receptor innervation J Neurophysiol. 39 631-44
64. Honrubia V et al 1989 Anatomic and physiological correlates in bullfrog vestibular nerve J. Neurophysiol. 61 688-701
65. Paulin M G, Hoffman L F and Assad C 2004 Dynamics and the single spike IEEE Trans. Neural Netw. 15 987-94
66. Hilfer R 2000 Applications of Fractional Calculus in Physics (Singapore: World Scientific)
67. Oldham K B and Spanier J 1974 The Fractional Calculus (New York: Academic)
68. Paulin M G and Hoffman L F 2001 State space receptive fields of semicircular canal afferent neurons in the bullfrog Neurocomputing 38 239-98
69. Thorson J and Biederman-Thorson M 1974 Distributed relaxation processes in sensory adaptation Science 183 161-5
70. O'Leary D D M and McLaughlin T 2005 Mechanisms of retinotopic map development: ephs, ephrins, and spontaneous correlated retinal activity Development, Dynamics and Pathology of Neuronal Networks: From Molecules to Functional Circuits (New York: Elsevier) pp 43-65
71. Tanaka S, Miyashita M and Ribot K 2004 Roles of visual experience, and intrinsic mechanism in the activity-dependent self-organization of orientation maps: theory and experiment Neural. Netw. 17 1363-75
72. Ruthazer E S and Cline H T 2004 Insights into activity-dependent map formation from the retinotectal system: a middle-of-the-brain perspective J. Neurobiol. 59 134-46
73. Gill D S and Pearce T C 2003 Wiring the olfactory bulb - activity-dependent models of axonal targeting in the developing olfactory pathway Rev. Neurosci. 14 63-72
74. Debski E A and Cline H T 2002 Activity-dependent mapping in the retinotectal projection Curr. Opin. Neurobiol. 12 93-9
75. Hatten M E and Heintz N 1995 Mechanisms of neural patterning and specification in the developing cerebellum Ann. Rev. Neurosci 18 385-408
76. Biewener A A 2003 Animal Locomotion (Oxford: Oxford University Press)
77. Alexander R M 2003 Principles of Animal Locomotion (Princeton, NJ: Princeton University Press)
78. Haykin S 2001 Kalman Filtering and Neural Networks (New York: Wiley-Interscience)
79. Parsons L M et al 1997 Lateral cerebellar hemispheres actively support sensory acquisition and discrimination rather than motor control Learn. Mem. 4 49-62
80. Bower J M 1997 Control of sensory data acquisition Cerebellum and Cognition (San Diego, CA: Kluwer) pp 489-513
81. Paulin M G 1985 Is the cerebellum an adaptive filter J. Theor. Neurobiol 4 143-51
82. Kalmijn AJ 1971 Electric sense of sharks and rays J. Exp. Biol 55 371
83. Brookner E 1998 Tracking and Kalman Filtering Made Easy (New York: Wiley-Interscience)
84. Gerwig M et al 2005 Timing of conditioned eyeblink responses is impaired in cerebellar patients J. Neurosci. 25 3919-31
85. Christian K M and Thompson R F 2003 Neural substrates of eyeblink conditioning: acquisition and retention Learn. Mem. 10 427-55
86. Nixon M and Young J Z 2003 The Brains and Lives of Cephalopods (Oxford: Oxford University Press)
87. Hobbs M J and Young J Z 1973 Cephalopod cerebellum Brain Res. 55 424-30
88. Messenger J B and Woodhams P L 1976 Molluscan cerebellum - Parallel fibers and visuo-motor control J. Physiol. (London) 259 20-21
89. Young J Z 1976 Cerebellum and control of eye-movements in cephalopods Nature 264 572-4
90. Kalman R E, Falb P L and Arbib M A 1969 Topics in Mathematical System Theory (New York: McGraw-Hill)
91. Albus J S 1971 A theory of cerebellar function Math. Biosci. 10 25-61
92. Marr D 1969 A theory of cerebellar cortex J. Physiol. 202 437-70