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Robust Postural Stabilization with a Biomimetic Hierarchical Control Architecture

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Biomimetic and Biohybrid Systems (Living Machines 2019)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 11556))

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Abstract

Fast online corrections during anticipatory movements are a signature of robustness in biological motor control. In this regard, a previous study suggested that anticipatory postural control can be recast as a sensory-sensory predictive process, where hierarchically connected cerebellar microcircuits reflect the causal sequence of events preceding a postural disturbance. Hence, error monitoring signals from higher sensory layers inform lower layers about violations of expectations, affording fast corrections when the normal sequence is broken. Here we generalize this insight and prove that the proposed hierarchical control architecture can deal with different types of alterations in the causal structure of the environment, therefore extending the limits of performance.

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Acknowledgments

The work presented in this paper was supported by the European Commission under contract H2020-820742 HR-Recycler.

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Correspondence to Paul F. M. J. Verschure .

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Amil, A.F., Maffei, G., Puigbò, JY., Arsiwalla, X.D., Verschure, P.F.M.J. (2019). Robust Postural Stabilization with a Biomimetic Hierarchical Control Architecture. In: Martinez-Hernandez, U., et al. Biomimetic and Biohybrid Systems. Living Machines 2019. Lecture Notes in Computer Science(), vol 11556. Springer, Cham. https://doi.org/10.1007/978-3-030-24741-6_29

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  • DOI: https://doi.org/10.1007/978-3-030-24741-6_29

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-24740-9

  • Online ISBN: 978-3-030-24741-6

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