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The cerebellum as a “coupling machine”

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Artificial Neural Networks — ICANN 96 (ICANN 1996)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1112))

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Abstract

Recently, one of the authors [9] proposed a theory that the cerebellum works according to a hitherto unknown principle of motor control. The theory claims, that a simple learning process in the cerebellum, the “coupling operation”, is powerful enough to explain the role of the cerebellum in the acquisition and performance of complex motor skills. Already existing theories [1,2,7,8] usually suppose that the task of the cerebellum is to produce fixed, unalterable motor control patterns in response to exactly defined inputs or “contexts”. In contrast, the proposed theory explains how training leads to the ability to perform skilled, highly coordinated, finely tuned situation-specific movements which have never been exercised or done before. According to the model, the cerebellum influences only complex voluntary movements, not simple ones.

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Christoph von der Malsburg Werner von Seelen Jan C. Vorbrüggen Bernhard Sendhoff

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© 1996 Springer-Verlag Berlin Heidelberg

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Mechsner, F., Palm, G. (1996). The cerebellum as a “coupling machine”. In: von der Malsburg, C., von Seelen, W., Vorbrüggen, J.C., Sendhoff, B. (eds) Artificial Neural Networks — ICANN 96. ICANN 1996. Lecture Notes in Computer Science, vol 1112. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-61510-5_112

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  • DOI: https://doi.org/10.1007/3-540-61510-5_112

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-61510-1

  • Online ISBN: 978-3-540-68684-2

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