Ball Tonio, Schulze-Bonhage Andreas, Aertsen Ad, Mehring Carsten
Epilepsy Center, University Clinic, Albert-Ludwigs-University, 79095 Freiburg, Germany.
J Neural Eng. 2009 Feb;6(1):016006. doi: 10.1088/1741-2560/6/1/016006. Epub 2009 Jan 20.
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 on structural MRI scans acquired while the electrodes were implanted and was thus related to the 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.
大脑皮层神经元活动中有关手臂运动方向的信息可用于由脑机接口(BMI)介导的运动控制。在此,我们基于将脑电皮层电图(ECoG)记录通道精确分配至受试者个体的皮层解剖结构和功能,对从人类额叶和顶叶皮层记录的ECoG信号单次试验中提取的与手臂运动方向相关的信息进行了地形分析。为此,在植入电极时采集的结构磁共振成像(MRI)扫描上识别每个电极触点,从而将其与每位患者的脑解剖结构相关联。通过直接皮层电刺激评估皮层功能。我们发现,初级运动皮层的活动,特别是在电刺激时显示出手和手臂运动反应的区域的活动,携带了最多的方向信息。运动前区、顶叶后区和前额叶外侧皮层的贡献逐渐减少,但仍有显著信息。从运动相关电位以及低频和高伽马波段的频谱幅度调制进行解码时都观察到了这种梯度。因此,我们的研究结果证明了人类皮层功能解剖结构与方向相关信息之间存在密切的地形相关性,这可能用于脑机接口。