The Central Pattern Generator: A paradigm for artificial locomotion

Soft Computing

Volumn 4, Issue 4, 2000, Pages 251-265

  Arena, P ^a  

^a UNIVERSITY OF CATANIA   (Italy)

Author keywords

Autowaves; Cellular neural networks; Central Pattern Generator; Reaction diffusion equations

Indexed keywords

ANIMALS; BIOMIMETICS; LINEAR EQUATIONS; SOFT COMPUTING;

ARTIFICIAL LOCOMOTION; AUTOWAVES; BIOLOGICALLY-INSPIRED ROBOTICS; CENTRAL PATTERN GENERATOR; LOCOMOTION GENERATION; LOW COSTS; REACTION DIFFUSION EQUATIONS; SOFTCOMPUTING TECHNIQUES;

CELLULAR NEURAL NETWORKS;

EID: 2342463788     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s005000000051     Document Type: Article

References (28)

1. Manganaro G, Arena P, Fortuna L (1999) Cellular Neural Networks: Chaos, Complexity and VLSI processing, Springer Verlag Heidelberg
2. Arena P, Caponetto R, Fortuna L, Manganaro G (1997) Cellular Neural Networks to Explore Complexity. Soft Computing Research Journal 1: 120-136
3. Arena P, Baglio S, Fortuna L, Manganaro G (1998) Self Organization in a two-layer CNN. IEEE Trans on Circuits and Systems - Part I, 45: 157-162
4. Arena P, Fortuna L, Branciforte M (1999) Reaction-Diffusion CNN algorithms to generate and control artificial locomotion. IEEE Trans on Circuits and Systems Part I, 46: 259-266
5. Calabrese RL (1995) Oscillation in motor pattern-generating networks. Curr Op in Neurobiol 5: 816-823
6. Chua LO, Yang L (1988) Cellular Neural Networks: Theory. IEEE Trans on Circuits and Systems 35: 1257-1272
7. Chua LO, Hasler M, Moschytz GS, Neirynck J (1995) Autonomous Cellular Neural Networks: A Unified Paradigm for Pattern Formation and Active Wave Propagation. IEEE Trans on Circuits and Systems - Part I, 42: 559-577
8. Harris-Warrik M, Marder E (1991) Modulation of neural networks for behavior. Ann Rev Neurosci 39-57
9. Krinsky VI (1984) Autowaves: Results, Problems, Outlooks, in Self-Organization: Autowaves and Structures Far from Equilibrium, Springer-Verlag, Berlin, 9-18
10. Marsden CD, Rothwell JC, Day BL (1984) The use of peripheral feedback in the control of movement. Trends in Neurosci 7: 253-258
11. Murray JD (1989) Mathematical Biology, Springer-Verlag, Berlin
12. Pearson GK (1993) Common principles of motor control in vertebrates and invertebrates. Ann Rev Neurosci 16: 265-297
13. Shepherd GM (1994) Neurobiology, Oxford Univ. Press, third edition
14. Stein PSG (1978) Motor systems, with specific reference to the control of locomotion. Ann Rev Neurosci 1: 61-81
15. Turing AM (1952) The chemical basis of morphogenesis, Phil Trans R Soc London, B327: 37-72
16. Wilson DM (1972) Genetic and sensory mechanisms for locomotion and orientation in animals, Am Sci 60: 358-365
17. Ghez C, Hening W, Gordon J (1991) Organization of voluntary movement, Current Opinion in Neurobiology 1: 664-671
18. Grillner S, Wallen P, Brodin L, Lansner A (1991) Neuronal networks generating locomotor behavior in lamprey, Ann Rev Neurosci 14: 169-200
19. Grillner S (1996) Neural Networks in Vertebrate Locomotion, Sci Am January: 64-69
20. Scott A (1995) Stairway to the mind, Springer-Verlag, New York
21. Niebur E, Erdos P (1993) Theory of the locomotion of nematodes: control of the somatic motor neurons by interneurons, Math Biosci 118: 51-82
22. Selverston AI (1993) Modeling of neural circuits: What have we learned?, Ann Rev Neurosci 16: 531-546
23. Bassler U, Buschges A (1998) Pattern generation for stick insect walking movements - multisensory control of a locomotor program, Brain Research Reviews 27: 65-88
24. Freeman WJ (1992) Tutorial on Neurobiology: from single neurons to brain chaos, Int Journ of Bifurcation and Chaos 2: 451-482
25. Arena P, Baglio S, Fortuna L, Manganaro G (1996) State Controlled CNN: A new strategy for generating high comple dynamics, IEICE Trans on Fundamentals, Special session oi Nonlinear Theory and Applications, E79-A: 1682-1687
26. Baglio S, Fortuna L, Giudice G, Manganaro G (1995) Collective Behavior of Cellular Fuzzy Systems for a New Paradigm of Computation, IFAC Artificial Intelligence in Real-Time Control, Bled, Slovenia
27. Arena P, Branciforte M, Fortuna L (1998) A CNN based experimental frame for patterns and autowaves, Int Jour on Circuit Theory and Appls 26: 635-650
28. Arena P, Fortuna L, Branciforte M (1999) Realization of a Reaction-Diffusion CNN algorithm for locomotion control in an Hexapode robot, Jour of VLSI Signal Proc Systems 23: 267-280