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Self-Organizing Neural Mechanisms Possibly Responsible for Muscle Coordination

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Abstract

In this chapter we will discuss certain mechanisms that may play an important role in the organization and the learning of motor control. These mechanisms are based on the generally accepted notion that the strength of synaptic connections between neurons in the central nervous system can be modified under the influence of synchronous activity of these neurons. Thus, neural signals not only contain current information, they also contribute to the long-term organization of neural structures.

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References

  • Amit, D.J., Gutfreund, H. and Sompolinsky, H. (1985) Spin-glass models of neural networks. Phys. Rev. A32: 1007–1020.

    Google Scholar 

  • Amit, D.J., Gutfreund, H. and Sompolinsky, H. (1987) Information storage in neural networks with low levels of activity. Phys. Rev., A35: 2293–2303.

    Google Scholar 

  • Bonhoeffer, T., Staiger, V. and Aertsen, A. (1989) Synaptic plasticity in rat hippocampal slice cultures: Local ‘Hebbian’ conjunction of pre- and postsynaptic stimulation leads to distributed synaptic enhancement. Proc. Natl. Acad. Sci., 86: 8113–8117.

    Article  PubMed  CAS  Google Scholar 

  • Brooks, V.B. (1986) The Neural Basis of Motor Control. Oxford University Press, Oxford.

    Google Scholar 

  • Coolen, A.C.C. and Ruijgrok, Th.W. (1988) Image evolution in Hopfield networks. Phys. Rev. A38: 4253–4255.

    Google Scholar 

  • Derrida, B., Gardner, E. and Zippelius, A. (1987) An exactly solvable asymmetric neural network model. Europhys. Lett., 4: 167–173.

    Article  Google Scholar 

  • Gielen, C.C.A.M., Ramaekers, L. and Zuylen, E.J. van (1988) Long-latency stretch reflexes as co-ordinated functional responses in man. J. Physiol. 407: 275–292.

    PubMed  CAS  Google Scholar 

  • Hebb, D.O. (1949) The Organization of Behaviour. Wiley, New York

    Google Scholar 

  • Hemmen, J.L. van and Kuhn, R. (1986) Nonlinear neural networks. Phys. Rev. Lett. 57: 913–916.

    Article  PubMed  Google Scholar 

  • Hopfield, J.J. (1982) Neural networks and physical systems with emergent collective computational abilities. Proc. Natl Acad. Sci. 79: 2554–2558.

    Article  PubMed  CAS  Google Scholar 

  • Jongen, H.A.H., Gielen, C.C.A.M. and Denier van der Gon, J.J. (1989) Activation of human arm muscles during flexion/extension and supination/pronation Tasks: A theory on muscle coordination. Biol. Cybern. 61: 1–9.

    Article  PubMed  CAS  Google Scholar 

  • Jonker, H.J.J., Coolen, A.C.C. and Denier van der Gon, J.J. (1989) Linear interpolation with binary neurons. Proc. Artifcial Neural Networks. IEE, London.

    Google Scholar 

  • Kohonen., T. (1982) Self-organized formation of topologically-correct feature maps. Biol. Cybern., 43: 59–69.

    Article  Google Scholar 

  • Marsden., C.D., Merton, P.A. and Morton., H.B. (1976) Stretch reflex and servo action in a variety of human muscles. J. Physiol. 259: 531–560.

    PubMed  CAS  Google Scholar 

  • Sompolinsky, H. and Kanter, I. (1986) Temporal association in asymmetric neural networks. Phys. Rev. Lett. 57: 2861–2864.

    Article  PubMed  Google Scholar 

  • Sonderen, J.F. van, Gielen, C.C.A.M. and Denier van der Gon, J.J. (1989) Motor programmes for goal- directed movements are continuously adjusted according to changes in target location. Exp. Brain Res., 78: 139–146.

    Article  PubMed  Google Scholar 

  • Sonderen, J.F. van and Denier van der Gon, J.J. (1990) A simulation study of a programme generator for centrally programmed fast two-joint arm movements: responses to single- and double-step target displacements. Biol. Cybern. 63: 35–44.

    Article  Google Scholar 

  • Zuylen, E.J. van, Gielen, C.G.A.M. and Denier van der Gon, J.J. (1988) Coordination and inhomogeneous activation of human arm muscles during isometric torques. J. Neurophysiol. 60: 1523–1548.

    PubMed  Google Scholar 

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© 1990 Springer-Verlag, New York

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Denier van der Gon, J.J., Coolen, A.C.C., Erkelens, C.J., Jonker, H.J.J. (1990). Self-Organizing Neural Mechanisms Possibly Responsible for Muscle Coordination. In: Winters, J.M., Woo, S.LY. (eds) Multiple Muscle Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4613-9030-5_20

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  • DOI: https://doi.org/10.1007/978-1-4613-9030-5_20

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4613-9032-9

  • Online ISBN: 978-1-4613-9030-5

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