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A Wearable Hand Neuroprosthesis for Hand Rehabilitation After Stroke: Preliminary Results of the RETRAINER S2 Randomized Controlled Trial Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Temporal Categorization of Upper Limb Muscle’s EMG Activity During Reaching and Grasping

Authors : María Rodríguez-Cañón, Ignacio Delgado, Raimon Jané, Guillermo García-Alías

Published in: Converging Clinical and Engineering Research on Neurorehabilitation III

Publisher: Springer International Publishing

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Abstract

We describe the data processing employed to match EMG signals with the categorized behavioral movements obtained from video recordings in awake rats while reaching and grasping pellets. We want to determine whether or not, the forelimb muscles follow a temporal synchronized pattern of activity during reaching and grasping. Data processing included raw data filtering and obtaining the first derivate. We found consistency in this procedure between attempts, indicating the utility for studying the brain to spinal cord function underlying volitional and skilled movements in the rat.

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previous chapter Prefrontal Activity Evoked by Transcranial Magnetic Stimulations (TMS) Is Enhanced by Observing the Behavior of Others
next chapter An All-in-One BCI-Supported Motor Imagery Training Station: Validation in a Real Clinical Setting with Chronic Stroke Patients
Literature
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Alstermark, B., Isa, T.: Circuits for skilled reaching and grasping. Annu. Rev. Neurosci. 35, 559–578 (2012)CrossRef
2.
Klein, A., Sacrey, L.A., Whishaw, I.Q., Dunnett, S.B.: The use of rodent skilled reaching as a translational model for investigating brain damage and disease. Neurosci. Biobehav. Rev. 36(3), 1030–1042 (2012)CrossRef
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Gholamrezaei, G., Whishaw, I.Q.: Individual differences in skilled reaching for food related to increased number of gestures: evidence for goal and habit learning of skilled reaching. Behav. Neurosci. 123(4), 863–874 (2009)CrossRef
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Alam, M., Garcia-Alias, G., Jin, B., Keyes, J., Zhong, H., Roy, R.R., Gerasimenko, Y., Lu, D.C., Edgerton, V.R.: Electrical neuromodulation of the cervical spinal cord facilitates forelimb skilled function recovery in spinal cord injured rats. Exp. Neurol. 291, 141–150 (2017)CrossRef
Metadata
Title
Temporal Categorization of Upper Limb Muscle’s EMG Activity During Reaching and Grasping
Authors
María Rodríguez-Cañón
Ignacio Delgado
Raimon Jané
Guillermo García-Alías
Copyright Year
2019
Book
Converging Clinical and Engineering Research on Neurorehabilitation III

Print ISBN: 978-3-030-01844-3

Electronic ISBN: 978-3-030-01845-0

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-01845-0_176