Cortical activity during motor execution, motor imagery, and imagery-based online feedback

被引:372
作者
Miller, Kai J. [1 ,2 ]
Schalk, Gerwin [6 ]
Fetz, Eberhard E. [1 ,3 ]
den Nijs, Marcel [2 ]
Ojemann, Jeffrey G. [4 ]
Rao, Rajesh P. N. [1 ,5 ]
机构
[1] Univ Washington, Dept Neurobiol & Behav, Seattle, WA 98195 USA
[2] Univ Washington, Dept Phys, Seattle, WA 98195 USA
[3] Univ Washington, Dept Physiol & Biophys, Seattle, WA 98195 USA
[4] Univ Washington, Dept Neurol Surg, Seattle, WA 98195 USA
[5] Univ Washington, Dept Comp Sci & Engn, Seattle, WA 98195 USA
[6] New York State Dept Hlth, Wadsworth Ctr, Albany, NY 12201 USA
基金
美国国家航空航天局; 美国国家科学基金会; 美国国家卫生研究院;
关键词
brain-computer interface; electrocorticography; primary motor cortex; learning; plasticity; HUMAN SENSORIMOTOR CORTEX; ELECTROCORTICOGRAPHIC SPECTRAL-ANALYSIS; BRAIN-COMPUTER-INTERFACE; ELECTRICAL-STIMULATION; CHRONIC STROKE; GAMMA BAND; SYSTEM; MOVEMENT; HUMANS; LOCALIZATION;
D O I
10.1073/pnas.0913697107
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Imagery of motor movement plays an important role in learning of complex motor skills, from learning to serve in tennis to perfecting a pirouette in ballet. What and where are the neural substrates that underlie motor imagery-based learning? We measured electrocorticographic cortical surface potentials in eight human subjects during overt action and kinesthetic imagery of the same movement, focusing on power in "high frequency" (76-100 Hz) and "low frequency" (8-32 Hz) ranges. We quantitatively establish that the spatial distribution of local neuronal population activity during motor imagery mimics the spatial distribution of activity during actual motor movement. By comparing responses to electrocortical stimulation with imagery-induced cortical surface activity, we demonstrate the role of primary motor areas in movement imagery. The magnitude of imagery-induced cortical activity change was similar to 25% of that associated with actual movement. However, when subjects learned to use this imagery to control a computer cursor in a simple feedback task, the imagery-induced activity change was significantly augmented, even exceeding that of overt movement.
引用
收藏
页码:4430 / 4435
页数:6
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