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Modeling discrete and rhythmic movements through motor primitives: a review

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Abstract

Rhythmic and discrete movements are frequently considered separately in motor control, probably because different techniques are commonly used to study and model them. Yet the increasing interest in finding a comprehensive model for movement generation requires bridging the different perspectives arising from the study of those two types of movements. In this article, we consider discrete and rhythmic movements within the framework of motor primitives, i.e., of modular generation of movements. In this way we hope to gain an insight into the functional relationships between discrete and rhythmic movements and thus into a suitable representation for both of them. Within this framework we can define four possible categories of modeling for discrete and rhythmic movements depending on the required command signals and on the spinal processes involved in the generation of the movements. These categories are first discussed in terms of biological concepts such as force fields and central pattern generators and then illustrated by several mathematical models based on dynamical system theory. A discussion on the plausibility of theses models concludes the work.

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  1. Biorobotics Laboratory (BIOROB), School of Engineering, EPFL—Ecole Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland

    Sarah Degallier & Auke Ijspeert

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  1. Sarah Degallier
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  2. Auke Ijspeert
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Correspondence to Sarah Degallier.

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Degallier, S., Ijspeert, A. Modeling discrete and rhythmic movements through motor primitives: a review. Biol Cybern 103, 319–338 (2010). https://doi.org/10.1007/s00422-010-0403-9

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