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Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
- 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.
- Subjects :
- medicine.medical_specialty
medicine.medical_treatment
0206 medical engineering
Biomedical Engineering
Biophysics
Neuroscience (miscellaneous)
02 engineering and technology
phase dynamics
sensorimotor rhythm
Cerebral palsy
03 medical and health sciences
0302 clinical medicine
Motor imagery
Physical medicine and rehabilitation
medicine
Original Research Article
Brain–computer interface
Neural correlates of consciousness
cerebral palsy
Rehabilitation
electroencephalogram (EEG)
Motor control
brain-computer interface (BCI)
medicine.disease
020601 biomedical engineering
event-related desynchronization (ERD)
medicine.anatomical_structure
Sensorimotor rhythm
phase synchrony
Psychology
Neuroscience
030217 neurology & neurosurgery
Motor cortex
Subjects
Details
- Language :
- English
- ISSN :
- 16626443
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- Frontiers in Neuroengineering
- Accession number :
- edsair.doi.dedup.....f7e1d1687dbabc1325dc08ae7d3df87e