Estimation of Neuromuscular Primitives from EEG Slow Cortical Potentials in Incomplete Spinal Cord Injury Individuals for a New Class of Brain-Machine Interfaces

Estimation of Neuromuscular Primitives from EEG Slow Cortical Potentials in Incomplete Spinal Cord Injury Individuals for a New Class of Brain-Machine Interfaces

One of the current challenges in human motor rehabilitation is the robust application of Brain-Machine Interfaces to assistive technologies such as powered lower limb exoskeletons. Reliable decoding of motor intentions and accurate timing of the robotic device actuation is fundamental to optimally e...

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Bibliographic Details
Main Authors: Andrés Úbeda, José M. Azorín, Dario Farina, Massimo Sartori
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-01-01
Series:Frontiers in Computational Neuroscience
Subjects:
brain-machine interface
muscle primitives
corticospinal mapping
linear decoders
gait rehabilitation
lower-limb exoskeletons
Online Access:http://journal.frontiersin.org/article/10.3389/fncom.2018.00003/full

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