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

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 affecte...

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Autores principales: Daly, Ian, Faller, Josef, Scherer, Reinhold, Sweeney-Reed, Catherine M., Nasuto, Slawomir J., Billinger, Martin, Müller-Putz, Gernot R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4088187/
https://www.ncbi.nlm.nih.gov/pubmed/25071544
http://dx.doi.org/10.3389/fneng.2014.00020
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author Daly, Ian
Faller, Josef
Scherer, Reinhold
Sweeney-Reed, Catherine M.
Nasuto, Slawomir J.
Billinger, Martin
Müller-Putz, Gernot R.
author_facet Daly, Ian
Faller, Josef
Scherer, Reinhold
Sweeney-Reed, Catherine M.
Nasuto, Slawomir J.
Billinger, Martin
Müller-Putz, Gernot R.
author_sort Daly, Ian
collection PubMed
description 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.
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spelling pubmed-40881872014-07-28 Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control Daly, Ian Faller, Josef Scherer, Reinhold Sweeney-Reed, Catherine M. Nasuto, Slawomir J. Billinger, Martin Müller-Putz, Gernot R. Front Neuroeng Neuroscience 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. Frontiers Media S.A. 2014-07-09 /pmc/articles/PMC4088187/ /pubmed/25071544 http://dx.doi.org/10.3389/fneng.2014.00020 Text en Copyright © 2014 Daly, Faller, Scherer, Sweeney-Reed, Nasuto, Billinger and Müller-Putz. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Daly, Ian
Faller, Josef
Scherer, Reinhold
Sweeney-Reed, Catherine M.
Nasuto, Slawomir J.
Billinger, Martin
Müller-Putz, Gernot R.
Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
title Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
title_full Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
title_fullStr Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
title_full_unstemmed Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
title_short Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
title_sort exploration of the neural correlates of cerebral palsy for sensorimotor bci control
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4088187/
https://www.ncbi.nlm.nih.gov/pubmed/25071544
http://dx.doi.org/10.3389/fneng.2014.00020
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