Cortical excitability correlates with the event-related desynchronization during brain-computer interface control

被引:16
|
作者
Daly, Ian [1 ]
Blanchard, Caroline [2 ]
Holmes, Nicholas P. [3 ]
机构
[1] Univ Essex, Sch Comp Sci & Elect Engn, Brain Comp Interfaces & Neural Engn Lab, Colchester CO4 3SQ, Essex, England
[2] Univ Nottingham, Queens Med Ctr, Div Clin Neurosci, Radiol Sci Res Grp, Nottingham NG7 2UH, England
[3] Univ Nottingham, Sch Psychol, Nottingham, England
基金
英国医学研究理事会;
关键词
brain state dependent brain stimulation; EEG; BCI; TMS; ERD; neurorehabilitation; motor evoked potentials; MOTOR IMAGERY; STROKE PATIENTS; EEG; REHABILITATION; NEUROPLASTICITY; CLASSIFICATION; COMMUNICATION; STIMULATION; RECOVERY; SYSTEM;
D O I
10.1088/1741-2552/aa9c8c
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. Brain-computer interfaces (BCIs) based on motor control have been suggested as tools for stroke rehabilitation. Some initial successes have been achieved with this approach, however the mechanism by which they work is not yet fully understood. One possible part of this mechanism is a, previously suggested, relationship between the strength of the event-related desynchronization (ERD), a neural correlate of motor imagination and execution, and corticospinal excitability. Additionally, a key component of BCIs used in neurorehabilitation is the provision of visual feedback to positively reinforce attempts at motor control. However, the ability of visual feedback of the ERD to modulate the activity in the motor system has not been fully explored. Approach. We investigate these relationships via transcranial magnetic stimulation delivered at different moments in the ongoing ERD related to hand contraction and relaxation during BCI control of a visual feedback bar. Main results. We identify a significant relationship between ERD strength and corticospinal excitability, and find that our visual feedback does not affect corticospinal excitability. Significance. Our results imply that efforts to promote functional recovery in stroke by targeting increases in corticospinal excitability may be aided by accounting for the time course of the ERD.
引用
收藏
页数:11
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