Early motor development from partially ordered neural-body dynamics: Experiments with a cortico-spinal-musculo-skeletal model

Biological Cybernetics

Volumn 95, Issue 6, 2006, Pages 589-605

  Kuniyoshi, Yasuo ^a   Sangawa, Shinji ^a,b  

^a UNIVERSITY OF TOKYO   (Japan)

^b SONY CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL ORGANS; CHAOS THEORY; CONTROL SYSTEMS; LEARNING SYSTEMS; OSCILLATORS (ELECTRONIC);

BOOT STRAP LEARNING; CHAOTIC OSCILLATORS; DEXTEROUS MOTOR SKILLS; HUMAN MOTOR DEVELOPMENT;

NEURAL NETWORKS;

ARTICLE; BEHAVIOR; BIOLOGICAL MODEL; HISTOLOGY; HUMAN; JOINT; LEARNING; MATHEMATICS; MOTOR ACTIVITY; MUSCULOSKELETAL FUNCTION; MUSCULOSKELETAL SYSTEM; NERVE CELL NETWORK; NONLINEAR SYSTEM; PHYSIOLOGY;

BEHAVIOR; HUMANS; JOINTS; LEARNING; MATHEMATICS; MODELS, BIOLOGICAL; MOTOR ACTIVITY; MUSCULOSKELETAL PHYSIOLOGY; MUSCULOSKELETAL SYSTEM; NERVE NET; NONLINEAR DYNAMICS;

EID: 33845642094     PISSN: 03401200     EISSN: 14320770     Source Type: Journal    
DOI: 10.1007/s00422-006-0127-z     Document Type: Article

References (58)

1. Aoi S, Tsuchiya K (2006) Bifurcation and chaos of a simple walking model driven by a rhythmic signal. Int J Non linear Mech 41(3):438-446
2. Arena P, Caponnetto R, Fortuna L, Rosa ML, Rizzo A (2000) Nonorganized deterministic dissymetries induce regularity in patiotemporal dynamics. Int J Bifurc Chaos 10(1):73- 85
3. Asai Y, Nomura T, Sato S (2000) Emergence of oscillations in a model of weakly coupled two bonhoeffer van der pol equations. BioSystems 58:239-247
4. Asai Y, Nomura T, Sato S, Tamaki A, Matsuo Y, Mizukura I, Abe K (2003) A coupled oscillator model of disordered interlimb coordination in patients with parkinson disease. Biol Cybern 88:152-162
5. Bernstein NA (1996) On dexterity and its development. In: Latash ML, Turvey MT (eds) Dexterity and Its Development, Lawrence Erlbaum Associates pp. 3-44
6. Chen Y (1997) A motor control model based on self-organizing feature maps. Ph.D. thesis, the University of Maryland
7. Collins JJ, Richmond SA (1994) Hard-wired central pattern generators for quadrupedal locomotion. Biol Cybern 71(5):375-385
8. Crair MC (1999) Neuronal activity during development: permissive or instructive?. Curr Opin Neurobiol 9:88-93
9. Freivalds A Incorporation of active elements into the articulated total body model. Paper aamrl-tr-85-061, Armstrong Aerospace Medical Research Laboratory
10. Friederich JA, Brand RA (1990) Muscle fiber architecture in the human lower limb. J Biomech 23(1):91-95
11. Fukunaga T (1967) Computation of muscle force per unit muscle cross-section based on ultrasonic measurements (in Japanese). Jpn J Phy Educ 14(1):28-31
12. Goodall S, Reggia J, Chen Y, Ruppin E, Whitney C (1997) A computational model of acute focal cortical lesions. Stroke 28:101-109
13. Grillner S et al. (1991) Neuronal network generating locomotor behavior in lamprey: circuitry, transmitters, membrane properties and simulation. Ann Rev Neurosc 14:169-199
14. Hakamada S, Hayakawa F, Kuno K, Tanaka R (1988) Development of the monosynaptic reflex pathway in the human spinal cord. Dev Brain Res 42:239-246
15. He J, Maltenfort MG, Wang Q, Hamm TM (2001) Learning from biological systems : modeling neural control. Control Syst Mag 21(4):55-69
16. Hill AV (1938) The heat of shortening and the dynamic constants of muscle. Proc R Soc Lond B126:136-195
17. Ijspeert AJ (2001) A connectionist central pattern generator for the aquatic and terrestrial gaits of a simulated salamander. Biol Cybern 84(5):331-348
18. Inui K, Wang X, Tamura Y, Kaneoke Y, Kakigi R (2004) Serial processing in the human somatosensory system. Cere Cortex 14:851-857
19. Issler H, Stephens JA (1983) The maturation of cutaneous reflexes studied in the upper limb in man. J Physiol 335:643-654
20. Johnson MH (2005) Developmental Cognitive Neuroscience, 2nd edn. Blackwell, Oxford
21. Kaneko K (1984) Period-doubling of kink-antikink patterns, quasi-periodicity in antiferro-like structures and spatial intermittency in coupled map lattices-toward a prelude to a "field theory of chaos". Prog Theor Phys 72:480-486
22. Kaneko K (1989) Chaotic but regular posi-nega switch among coded attractors by cluster size variation. Phys Rev Lett 63:219
23. Kaneko K (1990) Clustering, coding, switching, hierarchical ordering, and control in a network of chaotic elements. Physica D 41:137-172
24. Kaneko K (1994) Relevance of clustering to biological networks. Physica D 77:456
25. Kaneko K, Tsuda I (2001) Complex Systems: Chaos and Beyond. Springer, Berlin Heidelberg New York
26. Kimura H, Fukuoka Y, Konaga K (2001) Adaptive dynamic walking of a quadruped robot by using neural system model. Adv Robot 15(8):859-876
27. Kisilevsky B, Low J (1998) Human fetal behavior: 100 years of study. Dev Rev 18:1-29
28. Kohonen T (1997) Self-Organizing Maps (2nd edn.). No. 30 in Springer Series in Information Sciences. Springer, Berlin New York
29. Kuniyoshi Y, Ohmura Y, Terada K, Nagakubo A (2004) Dynamic roll-and-rise motion by an adult-size humanoid robot. Int J Humanoid Robot 1(3):497-516
30. Kuniyoshi Y, Suzuki S (2004) Dynamic emergence and adaptation of behavior through embodiment as coupled chaotic field. In: Proceedings of IEEE International Conference on Intelligent Robots and Systems, pp. 2042-2049
31. Kuniyoshi Y et al. (2004) Embodied basis of invariant features in execution and perception of whole body dynamic actions-knacks and focuses of roll-and-rise motion. Robotics and Autonomous Systems 48(4):189-201
32. Lin CCK, Crago PE (2002) Neural and mechanical contributions to the stretch reflex: a model synthesis. Ann Biomed Eng 30:54-67
33. Maruyama H (ed) (2005) Clinical Kinesiology, 4th edn (in Japanese). The Society of Physical Therapy Science
34. Matsumoto K, Tsuda I (1983) Noise-induced order. J Stat Phys 31:87
35. McGeer T (1990) Passive dynamic walking. Int J Robot Res 9(2):62-82
36. Morimoto J, Doya K (2001) Acquisition of stand-up behavior by a real robot using hierarchical reinforcement learning. Robot Auton Syst 36(1):37-51
37. Ott E, Grebogi C, Yorke JA (1990) Controlling chaos. Phys Rev Lett 64(11):1196-1199
38. Pribe C, Grossberg S, Cohen MA (1997) Neural control of interlimb oscillations ii. biped and quadruped gaits and bifurcations. Biol Cybern 77(2)
39. Rakic P (1998) Specification of cerebral cortical areas. Science 241:170-176
40. Ressler S (1977) Anthrokids-anthropometric data of children http://www.itl.nist.gov/iaui/ovrt/projects/anthrokids/
41. Rizzi AA, Koditschek DE (1993) Further progress in robot juggling: The spatial two-juggle. In: Proceedings of IEEE International Conference on Robotics and Automation, pp. 919-924
42. Sarnat HB (2003) Functions of the corticospinal and corticobulbar tracts in the human newborn. J. of Pediat. Neurol. 1(1):3-8
43. Sato M, Nakamura Y, Ishii S (2002) Reinforcement Learning for Biped Locomotion, Lecture Notes in Computer Science, vol 2415/2002 Springer, Berlin Heidelberg New York p. 777
44. Scholten RR, Pillen S, Verrips A, Zwarts MJ (2003) Quantitative ultrasonography of skeletal muscles in children: Normal values. Muscle Nerve 27:693-698
45. Shue G, Crago PE (1998) Muscle-tendon model with length history-dependent activation-velocity coupling. Ann Biomed Eng 26:369-380
46. Small M, Judd K, Lowe M, Stick S (1999) Is breathing in infants chaotic? dimension estimates for respiratory patterns during quiet sleep. J Appl Physiol 86:359-376
47. Smith LK, Weiss EL, Lehmkuhl DL (1996) Brunnstrom's Clinical Kinesiology. F.A. Davis Co
48. Spoor CW, van Leeuwen JL, de Windt FH, Huson A (1989) a model study of muscle forces and joint-force direction in normal and dysplastic neonatal hips. J Biomech 22(8-9):873-884
49. Sun H, Jensen R (1994) Body segment growth during infancy. J Biomech 21(3):265-275
50. Taga G (1994) Emergence of bipedal locomotion through entrainment among the neuromusculo-skeletal system and the environment. Physica D 75(1-3):190-208
51. Taga G, Takaya R, Konishi Y (1999) Analysis of general movements of infants towards understanding of developmental principle for motor control. In: Proceedings of IEEE International Conference on Systems, Man, Cybernetics, vol 5, pp 678-683 (1999)
52. Taga G, Yamaguchi Y, Shimizu H (1991) Self-organized control of bipedal locomotion in unpredictable environment. Biol. 65:147-159
53. Tsuda I (1991) Chaotic itinerancy as a dynamical basis of hermeneutics in brain and mind. World Futures 32, 167 (1991)
54. Watanabe H, Ogata K, Ogata T (1979) On mobile range of four limbs of normal japanese-variation with age (in Japanese). J Jpn Orthop Assoc 53(3):275-291
55. Wisse M, van Frankenhuyzen J (2006) Design and construction of mike; a 2-D autonomous biped based on passive dynamic walking. In: Kimura H, Tsuchiya K, Ishiguro A, Witte H (eds) Adaptive Motion of Animals and Machines, vol 4, Springer, Tokyo pp 143-154
56. Wood JE, Meek SG, Jacobsen SC (1989a) Quantitation of human shoulder anatomy for prosthetic arm control-i. surface modelling. J Biomech 22(3):273-292
57. Wood JE, Meek SG, Jacobsen SC (1989b) Quantitation of human shoulder anatomy for prosthetic arm control-ii. anatomy matrices. J Biomech 22(4):309-325
58. Yang Z, França FMG (2003) A generalized locomotion cpg architecture based on oscillatory building blocks. Biol Cybern 89(1):34-42