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  4. Influence of attention alternation on movement-related cortical potentials in healthy individuals and stroke patients.
 
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Influence of attention alternation on movement-related cortical potentials in healthy individuals and stroke patients.
File(s)
Attention_BCI_performance_After2nd_CleanVersion_Figures.pdf (1.24 MB)
Accepted version
Author(s)
Aliakbaryhosseinabadi, S
Kostic, V
Pavlovic, A
Radovanovic, S
Nlandu Kamavuako, E
more
Type
Journal Article
Abstract
OBJECTIVE: In this study, we analyzed the influence of artificially imposed attention variations using the auditory oddball paradigm on the cortical activity associated to motor preparation/execution. METHODS: EEG signals from Cz and its surrounding channels were recorded during three sets of ankle dorsiflexion movements. Each set was interspersed with either a complex or a simple auditory oddball task for healthy participants and a complex auditory oddball task for stroke patients. RESULTS: The amplitude of the movement-related cortical potentials (MRCPs) decreased with the complex oddball paradigm, while MRCP variability increased. Both oddball paradigms increased the detection latency significantly (p<0.05) and the complex paradigm decreased the true positive rate (TPR) (p=0.04). In patients, the negativity of the MRCP decreased while pre-phase variability increased, and the detection latency and accuracy deteriorated with attention diversion. CONCLUSION: Attention diversion has a significant influence on MRCP features and detection parameters, although these changes were counteracted by the application of the laplacian method. SIGNIFICANCE: Brain-computer interfaces for neuromodulation that use the MRCP as the control signal are robust to changes in attention. However, attention must be monitored since it plays a key role in plasticity induction. Here we demonstrate that this can be achieved using the single channel Cz.
Date Issued
2016-11-10
Date Acceptance
2016-11-01
Citation
Clinical Neurophysiology, 2016, 128 (1), pp.165-175
URI
http://hdl.handle.net/10044/1/48158
DOI
https://www.dx.doi.org/10.1016/j.clinph.2016.11.001
ISSN
1872-8952
Publisher
Elsevier
Start Page
165
End Page
175
Journal / Book Title
Clinical Neurophysiology
Volume
128
Issue
1
Copyright Statement
© 2016 International Federation of Clinical Neurophysiology.
Identifier
http://www.ncbi.nlm.nih.gov/pubmed/27912170
PII: S1388-2457(16)30642-3
Subjects
Attention
Brain–computer interface
Movement detection
Movement-related cortical potential
Acoustic Stimulation
Adult
Brain-Computer Interfaces
Electroencephalography
Evoked Potentials, Motor
Female
Humans
Male
Motor Cortex
Movement
Photic Stimulation
Psychomotor Performance
Stroke
Young Adult
Neurology & Neurosurgery
11 Medical And Health Sciences
17 Psychology And Cognitive Sciences
09 Engineering
Publication Status
Published
Coverage Spatial
Netherlands
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