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A BCI-Based Vibrotactile Neurofeedback Training Improves Motor Cortical Excitability During Motor Imagery
- Source :
- IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 29
- Publication Year :
- 2021
-
Abstract
- In this study, we address the issue of whether vibrotactile feedback can enhance the motor cortex excitability translated into the plastic changes in local cortical areas during motor imagery (MI) BCI-based training. For this purpose, we focused on two of the most notable neurophysiological effects of MI – the event-related-desynchronization (ERD) level and the increase in cortical excitability assessed with navigated transcranial magnetic stimulation (nTMS). For TMS navigation, we used individual high-resolution 3D brain MRIs. Ten BCI-naive and healthy adults participated in this study. The MI (rest or left/right hand imagery using Graz-BCI paradigm) tasks were performed separately in the presence and absence of feedback. To investigate how much the presence/absence of vibrotactile feedback in MI BCI-based training could contribute to the sensorimotor cortical activations, we compared the MEPs amplitude during MI after training with and without feedback. In addition, the ERD levels during MI BCI-based training were investigated. Our findings provide evidence that applying vibrotactile feedback during MI training leads to (i) an enhancement of the desynchronization level of mu-rhythm EEG patterns over the contralateral motor cortex area corresponding to the MI of the non-dominant hand; (ii) an increase in motor cortical excitability in hand muscle representation corresponding to a muscle engaged by the MI.
- Subjects :
- Adult
medicine.medical_specialty
medicine.medical_treatment
0206 medical engineering
Biomedical Engineering
02 engineering and technology
Electroencephalography
Eeg patterns
Motor imagery
Physical medicine and rehabilitation
Internal Medicine
Medicine
Humans
Brain–computer interface
Hand muscles
medicine.diagnostic_test
business.industry
General Neuroscience
Rehabilitation
Neurophysiology
Neurofeedback
020601 biomedical engineering
Transcranial magnetic stimulation
medicine.anatomical_structure
Brain-Computer Interfaces
Cortical Excitability
Imagination
business
Motor cortex
Subjects
Details
- ISSN :
- 15580210
- Volume :
- 29
- Database :
- OpenAIRE
- Journal :
- IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
- Accession number :
- edsair.doi.dedup.....de60a98d836f7f98ee63271cbe440678