메뉴 건너뛰기




Volumn 5, Issue 3, 1999, Pages 247-269

Evolution and development of a central pattern generator for the swimming of a lamprey

Author keywords

Central pattern generator; Developmental encoding; Genetic programming; Lamprey; Neural control; SGOCE; Simulation; Swimming

Indexed keywords

ALGORITHM; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; EVOLUTION; GENETICS; LAMPREY; LOCOMOTION; PHYSIOLOGY; SWIMMING;

EID: 0033138771     PISSN: 10645462     EISSN: None     Source Type: Journal    
DOI: 10.1162/106454699568773     Document Type: Article
Times cited : (82)

References (48)
  • 2
    • 84977060605 scopus 로고
    • On the dynamics of small continuous-time recurrent neural networks
    • Beer, R. D. (1995). On the dynamics of small continuous-time recurrent neural networks. Adaptive Behavior, 3, 469-510.
    • (1995) Adaptive Behavior , vol.3 , pp. 469-510
    • Beer, R.D.1
  • 3
    • 84977052581 scopus 로고
    • Evolving dynamical neural networks for adaptive behavior
    • Beer, R. D., & Gallagher, J. C. (1992). Evolving dynamical neural networks for adaptive behavior. Adaptive Behavior, 1, 91-122.
    • (1992) Adaptive Behavior , vol.1 , pp. 91-122
    • Beer, R.D.1    Gallagher, J.C.2
  • 4
    • 0000487755 scopus 로고
    • A robot that walks: Emergent behavior from a carefully evolved network
    • Brooks, R. A. (1989). A robot that walks: Emergent behavior from a carefully evolved network. Neural Computation, 1, 253-262.
    • (1989) Neural Computation , vol.1 , pp. 253-262
    • Brooks, R.A.1
  • 5
    • 0026480137 scopus 로고
    • Neural network simulations of coupled locomotor oscillators in the lamprey spinal cord
    • Buchanan, J. T. (1992). Neural network simulations of coupled locomotor oscillators in the lamprey spinal cord. Biological Cybernetics, 66, 367-374.
    • (1992) Biological Cybernetics , vol.66 , pp. 367-374
    • Buchanan, J.T.1
  • 6
    • 0023658190 scopus 로고
    • Newly identified "glutamate interneurons" and their role in locomotion in the lamprey spinal cord
    • Buchanan, J. T., & Grillner, S. (1987). Newly identified "glutamate interneurons" and their role in locomotion in the lamprey spinal cord. Science, 236, 312-314.
    • (1987) Science , vol.236 , pp. 312-314
    • Buchanan, J.T.1    Grillner, S.2
  • 7
    • 0038143932 scopus 로고
    • Computational neuroethology
    • M. A. Arbib (Ed.), Cambridge, MA: MIT Press
    • Cliff, D. (1995). Computational neuroethology. In M. A. Arbib (Ed.), The handbook of brain theory and neural networks (pp. 626-630). Cambridge, MA: MIT Press.
    • (1995) The Handbook of Brain Theory and Neural Networks , pp. 626-630
    • Cliff, D.1
  • 9
    • 85150099326 scopus 로고
    • Genetic programming: Building artificial nervous systems using genetically programmed neural network modules
    • B. W. Porter & R. J. Mooney (Eds.), - Palo Alto, CA: Morgan Kaufmann
    • de Garis, H. (1990). Genetic programming: Building artificial nervous systems using genetically programmed neural network modules. In B. W. Porter & R. J. Mooney (Eds.), - Proceedings of the Seventh International Conference on Machine Learning (pp. 132-139). Palo Alto, CA: Morgan Kaufmann.
    • (1990) Proceedings of the Seventh International Conference on Machine Learning , pp. 132-139
    • De Garis, H.1
  • 10
    • 0019296395 scopus 로고
    • Neural basis for rhythmic behaviour in animals
    • Delcomyn, F. (1980). Neural basis for rhythmic behaviour in animals. Science, 210, 492-498.
    • (1980) Science , vol.210 , pp. 492-498
    • Delcomyn, F.1
  • 11
    • 85047678284 scopus 로고
    • A combined neuronal and mechanical model of fish swimming
    • Ekeberg, O. (1993). A combined neuronal and mechanical model of fish swimming. Biological Cybernetics, 69, 363-374.
    • (1993) Biological Cybernetics , vol.69 , pp. 363-374
    • Ekeberg, O.1
  • 12
    • 84976980657 scopus 로고
    • The neural control of fish swimming studied through numerical simulations
    • Ekeberg, Ö., Lansner, A., & Grillner, S. (1995). The neural control of fish swimming studied through numerical simulations. Adaptive Behavior, 3, 363-384.
    • (1995) Adaptive Behavior , vol.3 , pp. 363-384
    • Ekeberg, Ö.1    Lansner, A.2    Grillner, S.3
  • 13
    • 0025940969 scopus 로고
    • A computer-based model for realistic simulations of neural networks I: The single neuron and synaptic interaction
    • Ekeberg, Ö., Wallén, P., Brodin, L., & Lansner, A. (1991). A computer-based model for realistic simulations of neural networks I: The single neuron and synaptic interaction. Biological Cybernetics, 65, 81-90.
    • (1991) Biological Cybernetics , vol.65 , pp. 81-90
    • Ekeberg, Ö.1    Wallén, P.2    Brodin, L.3    Lansner, A.4
  • 14
    • 0009280986 scopus 로고    scopus 로고
    • Evolution de réseaux de neurones pour le contrôle d'un robot hexapode
    • Paris: AnimatLab, ENS
    • Filliat, D. (1998). Evolution de réseaux de neurones pour le contrôle d'un robot hexapode. (Tech. Rep.). Paris: AnimatLab, ENS.
    • (1998) Tech. Rep.
    • Filliat, D.1
  • 15
    • 2242456467 scopus 로고    scopus 로고
    • Evolutionary mobile robotics
    • D. Quagliarelli, J. Periaux, C. Poloni, & G. Winter (Eds.), Chichester, UK: Wiley
    • Floreano, D. (1997). Evolutionary mobile robotics. In D. Quagliarelli, J. Periaux, C. Poloni, & G. Winter (Eds.), Genetic algorithms in engineering and computer science. Chichester, UK: Wiley. 341-366.
    • (1997) Genetic Algorithms in Engineering and Computer Science , pp. 341-366
    • Floreano, D.1
  • 16
    • 0009141965 scopus 로고    scopus 로고
    • Evolutionary robotics in artificial life and behavior engineering
    • T. Gomi (Ed.), Ontario: AAI Books
    • Floreano, D. (1998). Evolutionary robotics in artificial life and behavior engineering. In T. Gomi (Ed.), Evolutionaiy robotics. Ontario: AAI Books. 77-103.
    • (1998) Evolutionaiy Robotics , pp. 77-103
    • Floreano, D.1
  • 17
    • 0002829546 scopus 로고
    • Comparative analysis of invertebrate central pattern generators
    • A. H. Cohen, S. Rossignol, & S. Grillner (Eds.), New York: Wiley
    • Getting, P. A. (1988). Comparative analysis of invertebrate central pattern generators. In A. H. Cohen, S. Rossignol, & S. Grillner (Eds.), Neural control of rhythmic movements in vertebrates (pp. 101-127). New York: Wiley.
    • (1988) Neural Control of Rhythmic Movements in Vertebrates , pp. 101-127
    • Getting, P.A.1
  • 18
    • 0030020123 scopus 로고    scopus 로고
    • Neural networks for vertebrate locomotion
    • January
    • Grillner, S. (1996, January). Neural networks for vertebrate locomotion. Scientific American, 48-53.
    • (1996) Scientific American , pp. 48-53
    • Grillner, S.1
  • 19
    • 0010440726 scopus 로고
    • Neural control of locomotion in lower vertebrates
    • A. H. Cohen, S. Rossignol, & S. Grillner (Eds.), New York: Wiley
    • Grillner, S., Buchanan, J. T., Wallén, P., & Brodin, L. (1988). Neural control of locomotion in lower vertebrates. In A. H. Cohen, S. Rossignol, & S. Grillner (Eds.), Neural control of rhythmic movements in vertebrates (pp. 1-40). New York: Wiley.
    • (1988) Neural Control of Rhythmic Movements in Vertebrates , pp. 1-40
    • Grillner, S.1    Buchanan, J.T.2    Wallén, P.3    Brodin, L.4
  • 21
    • 0026011636 scopus 로고
    • Neuronal network generating locomotor behavior in lamprey: Circuitry, transmitters, membrane properties, and simulation
    • Grillner, S., Wallen, P., & Brodin, L. (1991). Neuronal network generating locomotor behavior in lamprey: Circuitry, transmitters, membrane properties, and simulation. Annual Review of Neuroscience, 14, 169-199.
    • (1991) Annual Review of Neuroscience , vol.14 , pp. 169-199
    • Grillner, S.1    Wallen, P.2    Brodin, L.3
  • 22
    • 84977058391 scopus 로고
    • Automatic definition of modular neural networks
    • Gruau, F. (1995). Automatic definition of modular neural networks. Adaptive Behavior, 3, 151-184.
    • (1995) Adaptive Behavior , vol.3 , pp. 151-184
    • Gruau, F.1
  • 23
    • 0004469897 scopus 로고
    • Neurons with graded response properties have collective computational properties like those of two-state neurons
    • Washington, DC: The National Academy of Sciences
    • Hopfield, J. J. (1984). Neurons with graded response properties have collective computational properties like those of two-state neurons. In Proceedings of the National Academy of Sciences (Vol. 81, pp. 3088-3092). Washington, DC: The National Academy of Sciences.
    • (1984) Proceedings of the National Academy of Sciences , vol.81 , pp. 3088-3092
    • Hopfield, J.J.1
  • 26
    • 22844453785 scopus 로고    scopus 로고
    • Evolving swimming controllers for a simulated lamprey with inspiration from neurobiology
    • in press
    • Ijspeert, A. J., Hallam, J., & Willshaw, D. (in press). Evolving swimming controllers for a simulated lamprey with inspiration from neurobiology. Adaptive Behavior, 7(2).
    • Adaptive Behavior , vol.7 , Issue.2
    • Ijspeert, A.J.1    Hallam, J.2    Willshaw, D.3
  • 28
    • 84957799918 scopus 로고    scopus 로고
    • Running across the reality gap: Octopod locomotion evolved in a minimal simulation
    • P. Husbands & J.-A. Meyer (Eds.), Berlin: Springer-Verlag
    • Jakobi, N. (1998). Running across the reality gap: Octopod locomotion evolved in a minimal simulation. In P. Husbands & J.-A. Meyer (Eds.), EvoRobot'98: Proceedings of the First European Workshop on Evolutionary Robotics (pp. 39-58). Berlin: Springer-Verlag.
    • (1998) EvoRobot'98: Proceedings of the First European Workshop on Evolutionary Robotics , pp. 39-58
    • Jakobi, N.1
  • 30
    • 0029517081 scopus 로고
    • Evolution and development of control architectures in animals
    • Kodjabachian, J., & Meyer, J.-A. (1995). Evolution and development of control architectures in animals. Robotics and Autonomous Systems, 16, 161-182.
    • (1995) Robotics and Autonomous Systems , vol.16 , pp. 161-182
    • Kodjabachian, J.1    Meyer, J.-A.2
  • 31
    • 0032283945 scopus 로고    scopus 로고
    • Evolution and development of modular control architectures for 1-d locomotion in six-legged animals
    • Kodjabachian, J., & Meyer, J.-A. (1998). Evolution and development of modular control architectures for 1-d locomotion in six-legged animals. Connection Science, 10, 211-237.
    • (1998) Connection Science , vol.10 , pp. 211-237
    • Kodjabachian, J.1    Meyer, J.-A.2
  • 32
    • 0032165064 scopus 로고    scopus 로고
    • Evolution and development of neural networks controlling locomotion, gradient-following, and obstacle-avoidance in artificial insects
    • Kodjabachian, J., & Meyer, J.-A. (1998). Evolution and development of neural networks controlling locomotion, gradient-following, and obstacle-avoidance in artificial insects. IEEE Transactions on Neural Networks, 9(5), 796-812.
    • (1998) IEEE Transactions on Neural Networks , vol.9 , Issue.5 , pp. 796-812
    • Kodjabachian, J.1    Meyer, J.-A.2
  • 33
    • 0002054127 scopus 로고
    • Chains of coupled oscillators
    • M. A. Arbib (Ed.), Cambridge, MA: MIT Press
    • Kopell, N. (1995). Chains of coupled oscillators. In M. A. Arbib (Ed.), The handbook of brain theory and neural networks (pp. 178-183). Cambridge, MA: MIT Press.
    • (1995) The Handbook of Brain Theory and Neural Networks , pp. 178-183
    • Kopell, N.1
  • 35
    • 0006591688 scopus 로고
    • Genetic algorithms for gait synthesis in a hexapod robot
    • Y. F. Zheng (Ed.), River Edge, NJ: World Scientific
    • Lewis, M. A., Fagg, A. H., & Bekey, G. A. (1993). Genetic algorithms for gait synthesis in a hexapod robot. In Y. F. Zheng (Ed.), Recent trends in mobile robots. River Edge, NJ: World Scientific.
    • (1993) Recent Trends in Mobile Robots
    • Lewis, M.A.1    Fagg, A.H.2    Bekey, G.A.3
  • 36
    • 0029375851 scopus 로고
    • Gradient calculations for dynamic recurrent neural networks: A survey
    • Pearlmutter, B. A. (1995). Gradient calculations for dynamic recurrent neural networks: A survey. IEEE Transactions on Neural Networks, 6(5), 1212-1228.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.5 , pp. 1212-1228
    • Pearlmutter, B.A.1
  • 37
    • 85033056841 scopus 로고
    • Combinations of genetic algorithms and neural networks: A survey of the state of the art
    • J. Schaffer & D. Whitley (Eds.), Los Alamitos, CA: IEEE Computer Society Press
    • Schaffer, J., Whitley, D., & Eskelman, L.J. (1992). Combinations of genetic algorithms and neural networks: A survey of the state of the art. In J. Schaffer & D. Whitley (Eds.), Combinations of genetic algorithms and neural networks (pp. 1-37). Los Alamitos, CA: IEEE Computer Society Press.
    • (1992) Combinations of Genetic Algorithms and Neural Networks , pp. 1-37
    • Schaffer, J.1    Whitley, D.2    Eskelman, L.J.3
  • 38
    • 85028095895 scopus 로고
    • Evolving virtual creatures
    • New York: Association for Computing Machinery
    • Sims, K. (1994). Evolving virtual creatures. In Computer Graphics Proceedings, Annual Conferences Series (pp. 15-24). New York: Association for Computing Machinery.
    • (1994) Computer Graphics Proceedings, Annual Conferences Series , pp. 15-24
    • Sims, K.1
  • 39
    • 0342602352 scopus 로고
    • Automatic generation of programs for crawling and walking
    • K. E. Kinnear (Ed.), Cambridge, MA: MIT Press
    • Spencer, G. (1994). Automatic generation of programs for crawling and walking. In K. E. Kinnear (Ed.), Advances in genetic programming (pp. 335-353). Cambridge, MA: MIT Press.
    • (1994) Advances in Genetic Programming , pp. 335-353
    • Spencer, G.1
  • 40
    • 0001391225 scopus 로고    scopus 로고
    • Perception and learning in artificial animals
    • C. G. Langton and T. Shimohara (Eds.), Cambridge, MA: MIT Press
    • Terzopoulos, D., Rabie, T., & Grzeszczuk, R. (1996). Perception and learning in artificial animals. In C. G. Langton and T. Shimohara (Eds.), Proceedings, Artificial Life V (pp. 354-361). Cambridge, MA: MIT Press.
    • (1996) Proceedings, Artificial Life V , pp. 354-361
    • Terzopoulos, D.1    Rabie, T.2    Grzeszczuk, R.3
  • 41
    • 0001049378 scopus 로고
    • Artificial fishes: Autonomous locomotion, perception, behavior, and learning in a simulated physical world
    • Terzopoulos, D., Tu, X., & Grzeszczuk, R. (1994). Artificial fishes: Autonomous locomotion, perception, behavior, and learning in a simulated physical world. Artificial Life, 1, 327-351.
    • (1994) Artificial Life , vol.1 , pp. 327-351
    • Terzopoulos, D.1    Tu, X.2    Grzeszczuk, R.3
  • 42
    • 25644448087 scopus 로고    scopus 로고
    • Reconstruction of extinct animals in the computer
    • C. Adami, R. Belew, H. Kitano, & C. Taylor (Eds.), Cambridge, MA: MIT Press
    • Usami, Y., Saburo, H., Inaba, S., & Kitaoka, M. (1998). Reconstruction of extinct animals in the computer. In C. Adami, R. Belew, H. Kitano, & C. Taylor (Eds.), Proceedings of the Sixth International Conference on Artificial Life (pp. 173-177). Cambridge, MA: MIT Press.
    • (1998) Proceedings of the Sixth International Conference on Artificial Life , pp. 173-177
    • Usami, Y.1    Saburo, H.2    Inaba, S.3    Kitaoka, M.4
  • 43
    • 0008756058 scopus 로고    scopus 로고
    • Attractiveness vs. efficiency
    • C. Adami, R. K. Belew, H. Kitano, & C. E. Taylor (Eds.), Cambridge, MA: MIT Press
    • Ventrella, J. (1998). Attractiveness vs. efficiency. In C. Adami, R. K. Belew, H. Kitano, & C. E. Taylor (Eds.), Proceedings of the Sixth International Conference on Artificial Life (pp. 178-186). Cambridge, MA: MIT Press.
    • (1998) Proceedings of the Sixth International Conference on Artificial Life , pp. 178-186
    • Ventrella, J.1
  • 44
    • 0025049843 scopus 로고
    • Synaptic effects of intraspinal stretch receptor neurons mediating movement-related feedback during locomotion
    • Viana Di Prisco, G., Wallén, P., & Grillner, S. (1990). Synaptic effects of intraspinal stretch receptor neurons mediating movement-related feedback during locomotion. Brain Research, 530, 161-166.
    • (1990) Brain Research , vol.530 , pp. 161-166
    • Viana Di Prisco, G.1    Wallén, P.2    Grillner, S.3
  • 45
    • 0027049742 scopus 로고
    • A computer-based model for realistic simulations of neural networks II: The segmental network generating locomotor rhythmicity in the lamprey
    • Wallen, P., Ekeberg, Ö., Lansner, A., Brodin, L., Traven, H., & Grillner, S. (1992). A computer-based model for realistic simulations of neural networks II: The segmental network generating locomotor rhythmicity in the lamprey. Journal of Neurophysiology, 68, 1939-1950.
    • (1992) Journal of Neurophysiology , vol.68 , pp. 1939-1950
    • Wallen, P.1    Ekeberg, Ö.2    Lansner, A.3    Brodin, L.4    Traven, H.5    Grillner, S.6
  • 46
    • 0026470931 scopus 로고
    • Phase coupling by synaptic spread in chains of coupled neuronal oscillators
    • Williams, T. L. (1992). Phase coupling by synaptic spread in chains of coupled neuronal oscillators. Science, 258, 662-665.
    • (1992) Science , vol.258 , pp. 662-665
    • Williams, T.L.1
  • 47
    • 0039087489 scopus 로고
    • Spinal cord of lamprey: Generation of locomotor patterns
    • M. A. Arbib (Ed.), Cambridge, MA: MIT Press
    • Williams, T. L., & Sigvardt, K. A. (1995). Spinal cord of lamprey: Generation of locomotor patterns. In M. A. Arbib (Ed.), The handbook of brain theory and neural networks (pp. 918-921). Cambridge, MA: MIT Press.
    • (1995) The Handbook of Brain Theory and Neural Networks , pp. 918-921
    • Williams, T.L.1    Sigvardt, K.A.2
  • 48
    • 0027574256 scopus 로고
    • A review of evolutionary artificial neural networks
    • Yao, X. (1993). A review of evolutionary artificial neural networks. International Journal of Intelligent Systems, 8(4), 539-567.
    • (1993) International Journal of Intelligent Systems , vol.8 , Issue.4 , pp. 539-567
    • Yao, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.