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Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control

Authors :
Reinhold Scherer
Gernot Müller-Putz
Ian Daly
Josef Faller
Slawomir J. Nasuto
Catherine M. Sweeney-Reed
Martin Billinger
Source :
Frontiers in Neuroengineering
Publication Year :
2014
Publisher :
Frontiers Media S.A., 2014.

Abstract

Cerebral palsy (CP) includes a broad range of disorders, which can result in impairment of posture and movement control. Brain-computer interfaces (BCIs) have been proposed as assistive devices for individuals with CP. Better understanding of the neural processing underlying motor control in affected individuals could lead to more targeted BCI rehabilitation and treatment options. We have explored well-known neural correlates of movement, including event-related desynchronization (ERD), phase synchrony, and a recently-introduced measure of phase dynamics, in participants with CP and healthy control participants. Although present, significantly less ERD and phase locking were found in the group with CP. Additionally, inter-group differences in phase dynamics were also significant. Taken together these findings suggest that users with CP exhibit lower levels of motor cortex activation during motor imagery, as reflected in lower levels of ongoing mu suppression and less functional connectivity. These differences indicate that development of BCIs for individuals with CP may pose additional challenges beyond those faced in providing BCIs to healthy individuals.

Details

Language :
English
ISSN :
16626443
Volume :
7
Database :
OpenAIRE
Journal :
Frontiers in Neuroengineering
Accession number :
edsair.doi.dedup.....f7e1d1687dbabc1325dc08ae7d3df87e