Differential representation of arm movement direction in relation to cortical anatomy and function

被引:104
作者
Ball, Tonio [1 ,2 ]
Schulze-Bonhage, Andreas [1 ,2 ]
Aertsen, Ad [2 ,3 ]
Mehring, Carsten [2 ,4 ]
机构
[1] Univ Freiburg, Epilepsy Ctr, Univ Clin, D-79095 Freiburg, Germany
[2] Univ Freiburg, Bernstein Ctr Computat Neurosci, D-79104 Freiburg, Germany
[3] Univ Freiburg, Inst Biol 3, D-79104 Freiburg, Germany
[4] Univ Freiburg, Inst Biol 1, D-79104 Freiburg, Germany
关键词
BRAIN-COMPUTER-INTERFACE; HUMAN SENSORIMOTOR CORTEX; ELECTROCORTICOGRAPHIC SPECTRAL-ANALYSIS; PARIETAL REACH REGION; GAMMA-BAND ACTIVITY; SUBDURAL ELECTRODES; FIELD POTENTIALS; CONTROL SIGNALS; HAND MOVEMENTS; MOTOR;
D O I
10.1088/1741-2560/6/1/016006
中图分类号
R318 [生物医学工程];
学科分类号
100103 [病原生物学];
摘要
Information about arm movement direction in neuronal activity of the cerebral cortex can be used for movement control mediated by a brain-machine interface (BMI). Here we provide a topographic analysis of the information related to arm movement direction that can be extracted from single trials of electrocorticographic (ECoG) signals recorded from the human frontal and parietal cortex based on a precise assignment of ECoG recording channels to the subjects' individual cortical anatomy and function. To this aim, each electrode contact was identified oil structural MRI scans acquired while the electrodes were implanted and was thus related to file brain anatomy of each patient. Cortical function was assessed by direct cortical electrical stimulation. We show that activity from the primary motor cortex, in particular from the region showing hand and arm motor responses upon electrical stimulation, carries most directional information. The premotor, posterior parietal and lateral prefrontal cortex contributed gradually less, but still significant information. This gradient was observed for decoding from movement-related potentials, and from spectral amplitude modulations in low frequencies and in the high gamma band. Our findings thus demonstrate a close topographic correlation between cortical functional anatomy and direction-related information in humans that might be used for brain-machine interfacing.
引用
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页数:16
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