Ganguly Karunesh, Secundo Lavi, Ranade Gireeja, Orsborn Amy, Chang Edward F, Dimitrov Dragan F, Wallis Jonathan D, Barbaro Nicholas M, Knight Robert T, Carmena Jose M
Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, California 94720, USA.
J Neurosci. 2009 Oct 14;29(41):12948-56. doi: 10.1523/JNEUROSCI.2471-09.2009.
A fundamental organizational principle of the primate motor system is cortical control of contralateral limb movements. Motor areas also appear to play a role in the control of ipsilateral limb movements. Several studies in monkeys have shown that individual neurons in primary motor cortex (M1) may represent, on average, the direction of movements of the ipsilateral arm. Given the increasing body of evidence demonstrating that neural ensembles can reliably represent information with a high temporal resolution, here we characterize the distributed neural representation of ipsilateral upper limb kinematics in both monkey and man. In two macaque monkeys trained to perform center-out reaching movements, we found that the ensemble spiking activity in M1 could continuously represent ipsilateral limb position. Interestingly, this representation was more correlated with joint angles than hand position. Using bilateral electromyography recordings, we excluded the possibility that postural or mirror movements could exclusively account for these findings. In addition, linear methods could decode limb position from cortical field potentials in both monkeys. We also found that M1 spiking activity could control a biomimetic brain-machine interface reflecting ipsilateral kinematics. Finally, we recorded cortical field potentials from three human subjects and also consistently found evidence of a neural representation for ipsilateral movement parameters. Together, our results demonstrate the presence of a high-fidelity neural representation for ipsilateral movement and illustrates that it can be successfully incorporated into a brain-machine interface.
灵长类动物运动系统的一个基本组织原则是对侧肢体运动的皮质控制。运动区域似乎在同侧肢体运动的控制中也发挥作用。对猴子的多项研究表明,初级运动皮层(M1)中的单个神经元平均而言可能代表同侧手臂的运动方向。鉴于越来越多的证据表明神经集合能够以高时间分辨率可靠地表示信息,在此我们描述了猴子和人类中同侧上肢运动学的分布式神经表征。在两只经过训练执行中心向外伸展运动的猕猴中,我们发现M1中的集合放电活动能够持续代表同侧肢体位置。有趣的是,这种表征与关节角度的相关性高于与手部位置的相关性。通过双侧肌电图记录,我们排除了姿势或镜像运动可以单独解释这些发现的可能性。此外,线性方法可以从两只猴子的皮质场电位中解码肢体位置。我们还发现M1放电活动可以控制反映同侧运动学的仿生脑机接口。最后我们记录了三名人类受试者的皮质场电位,并始终发现了同侧运动参数神经表征的证据。总之,我们的结果证明了存在同侧运动的高保真神经表征,并表明它可以成功地整合到脑机接口中。