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Differential roles of high gamma and local motor potentials for movement preparation and execution

机译:高伽玛和局部运动电位在运动准备和执行中的差异作用

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摘要

Determining a person's intent, such as the planned direction of their movement, directly from their cortical activity could support important applications such as brain-computer interfaces (BCIs). Continuing development of improved BCI systems requires a better understanding of how the brain prepares for and executes movements. To contribute to this understanding, we recorded surface cortical potentials (electrocorticographic signals; ECoG) in 11 human subjects performing a delayed center-out task to establish the differential role of high gamma activity (HGA) and the local motor potential (LMP) as a function of time and anatomical area during movement preparation and execution. High gamma modulations mostly confirm previous findings of sensorimotor cortex involvement, whereas modulations in LMPs are observed in prefrontal cortices. These modulations include directional information during movement planning as well as execution. Our results suggest that sampling signals from these widely distributed cortical areas improves decoding accuracy.
机译:直接从他们的皮层活动中确定一个人的意图,例如他们的运动计划方向,可以支持重要的应用程序,例如脑机接口(BCI)。持续改进BCI系统的发展需要对大脑如何准备和执行运动有更好的了解。为了促进这种理解,我们记录了11名人类受试者的表面皮层电势(皮层电图信号; ECoG),执行延迟的中心向外任务,以建立高伽马活动(HGA)和局部运动电位(LMP)的差异作用。运动准备和执行过程中时间和解剖区域的功能。高伽马调制主要证实了感觉运动皮层受累的先前发现,而LMPs的调制在前额叶皮层中观察到。这些调制包括运动计划和执行期间的方向信息。我们的结果表明,从这些分布广泛的皮层区域采样信号可提高解码精度。

著录项

  • 来源
    《Brain-Computer Interfaces》 |2016年第2期|88-102|共15页
  • 作者单位

    J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA;

    National Center for Adaptive Neurotechnologies, Wadsworth Center, NY State Department of Health, Albany, NY, USA,Department of Neurology, Albany Medical College, Albany, NY, USA;

    Department of Biomedical Engineering, Washington University, St. Louis, MO, USA;

    Department of Neurosurgery, Washington University, St. Louis, MO, USA;

    Department of Neurology, Albany Medical College, Albany, NY, USA;

    Center for Neural Sciences, New York University, New York, NY, USA;

    National Center for Adaptive Neurotechnologies, Wadsworth Center, NY State Department of Health, Albany, NY, USA,Department of Neurology, Albany Medical College, Albany, NY, USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    brain-computer interfaces; BCI; electrocorticography; ECoG; sensorimotor systems;

    机译:脑机接口;BCI;皮质脑电图心电图感觉运动系统;
  • 入库时间 2022-08-17 23:58:47

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