Imperial College London
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ProfessorDarioFarina

Faculty of Engineering, Department of Bioengineering

Chair in Neurorehabilitation Engineering
 
 
 
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Contact

 

+44 (0)20 7594 1387d.farina Website

 
 
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Location

 

RSM 4.15Royal School of MinesSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@inbook{Úbeda:2017:10.1007/978-3-319-46669-9_187,
author = {Úbeda, A and Sartori, M and Del-Ama, AJ and Gil-Agudo and Azorín, JM and Farina, D},
booktitle = {Biosystems and Biorobotics},
doi = {10.1007/978-3-319-46669-9_187},
pages = {1151--1156},
title = {Decoding Muscle Excitation Primitives from Slow Cortical Potentials During Knee Flexion-Extension},
url = {http://dx.doi.org/10.1007/978-3-319-46669-9_187},
year = {2017}
}
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RIS format (EndNote, RefMan)

TY  - CHAP
AB  - Linear decoders have been successfully applied to extract human limbs kinematics from low-frequency cortical modulations. In this, intermediate descending motor pathways are absorbed in the regression. Here we propose the use of linear decoders to map cortical function to the spinal function (muscle primitive-level), thus shortening the transmission distance and reducing the dimensionality of the decoding of a large number of muscles. Our first results show that it is possible to accurately reconstruct muscle primitives computed from knee flexion-extension and to successfully detect muscle activity during repetitive cyclic movements.
AU  - Úbeda,A
AU  - Sartori,M
AU  - Del-Ama,AJ
AU  - Gil-Agudo
AU  - Azorín,JM
AU  - Farina,D
DO  - 10.1007/978-3-319-46669-9_187
EP  - 1156
PY  - 2017///
SP  - 1151
TI  - Decoding Muscle Excitation Primitives from Slow Cortical Potentials During Knee Flexion-Extension
T1  - Biosystems and Biorobotics
UR  - http://dx.doi.org/10.1007/978-3-319-46669-9_187
ER  -
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