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Selectivity for grasp in local field potential and single neuron activity recorded simultaneously from M1 and F5 in the awake macaque monkey.清醒猕猴M1和F5区域同时记录的局部场电位和单个神经元活动中抓握动作的选择性。
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Detecting neural-state transitions using hidden Markov models for motor cortical prostheses.使用隐马尔可夫模型检测运动皮层假体的神经状态转换。
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Comparison of direction and object selectivity of local field potentials and single units in macaque posterior parietal cortex during prehension.猕猴后顶叶皮层在抓握过程中局部场电位和单个神经元的方向和物体选择性比较
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Brain-controlled interfaces: movement restoration with neural prosthetics.脑控接口:借助神经假肢恢复运动功能
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Preparatory activity in premotor and motor cortex reflects the speed of the upcoming reach.运动前区和运动皮层的准备活动反映了即将到来的伸手动作的速度。
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Neuronal ensemble control of prosthetic devices by a human with tetraplegia.四肢瘫痪患者对假肢装置的神经元集群控制
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利用顶叶后皮质的局部场电位进行大脑对运动执行起始的控制。

Brain control of movement execution onset using local field potentials in posterior parietal cortex.

作者信息

Hwang Eun Jung, Andersen Richard A

机构信息

Division of Biology, California Institute of Biology, Pasadena, California 91125, USA.

出版信息

J Neurosci. 2009 Nov 11;29(45):14363-70. doi: 10.1523/JNEUROSCI.2081-09.2009.

DOI:10.1523/JNEUROSCI.2081-09.2009
PMID:19906983
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2805702/
Abstract

The precise control of movement execution onset is essential for safe and autonomous cortical motor prosthetics. A recent study from the parietal reach region (PRR) suggested that the local field potentials (LFPs) in this area might be useful for decoding execution time information because of the striking difference in the LFP spectrum between the plan and execution states (Scherberger et al., 2005). More specifically, the LFP power in the 0-10 Hz band sharply rises while the power in the 20-40 Hz band falls as the state transitions from plan to execution. However, a change of visual stimulus immediately preceded reach onset, raising the possibility that the observed spectral change reflected the visual event instead of the reach onset. Here, we tested this possibility and found that the LFP spectrum change was still time locked to the movement onset in the absence of a visual event in self-paced reaches. Furthermore, we successfully trained the macaque subjects to use the LFP spectrum change as a "go" signal in a closed-loop brain-control task in which the animals only modulated the LFP and did not execute a reach. The execution onset was signaled by the change in the LFP spectrum while the target position of the cursor was controlled by the spike firing rates recorded from the same site. The results corroborate that the LFP spectrum change in PRR is a robust indicator for the movement onset and can be used for control of execution onset in a cortical prosthesis.

摘要

精确控制运动执行起始对于安全且自主的皮层运动假肢至关重要。最近一项来自顶叶伸手区域(PRR)的研究表明,该区域的局部场电位(LFP)可能有助于解码执行时间信息,因为在计划和执行状态之间LFP频谱存在显著差异(舍尔贝格尔等人,2005年)。更具体地说,当状态从计划转变为执行时,0 - 10赫兹频段的LFP功率急剧上升,而20 - 40赫兹频段的功率下降。然而,在伸手起始之前视觉刺激发生了变化,这增加了所观察到的频谱变化反映的是视觉事件而非伸手起始的可能性。在此,我们测试了这种可能性,发现在自主伸手过程中没有视觉事件的情况下,LFP频谱变化仍然与运动起始时间锁定。此外,我们成功训练猕猴受试者在闭环脑控任务中使用LFP频谱变化作为“开始”信号,在该任务中动物仅调节LFP而不执行伸手动作。执行起始由LFP频谱变化发出信号,而光标的目标位置由从同一部位记录的动作电位发放率控制。结果证实,PRR中的LFP频谱变化是运动起始的一个可靠指标,可用于控制皮层假肢的执行起始。