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A Review of Techniques for Detection of Movement Intention Using Movement-Related Cortical Potentials

机译:运动相关皮层电位检测运动意图的技术综述

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摘要

The movement-related cortical potential (MRCP) is a low-frequency negative shift in the electroencephalography (EEG) recording that takes place about 2 seconds prior to voluntary movement production. MRCP replicates the cortical processes employed in planning and preparation of movement. In this study, we recapitulate the features such as signal's acquisition, processing, and enhancement and different electrode montages used for EEG data recoding from different studies that used MRCPs to predict the upcoming real or imaginary movement. An authentic identification of human movement intention, accompanying the knowledge of the limb engaged in the performance and its direction of movement, has a potential implication in the control of external devices. This information could be helpful in development of a proficient patient-driven rehabilitation tool based on brain-computer interfaces (BCIs). Such a BCI paradigm with shorter response time appears more natural to the amputees and can also induce plasticity in brain. Along with different training schedules, this can lead to restoration of motor control in stroke patients.
机译:运动相关皮层电位(MRCP)是脑电图(EEG)记录中的低频负移,发生在自愿运动产生之前约2秒。 MRCP复制了用于计划和准备运动的皮质过程。在这项研究中,我们概括了信号的采集,处理和增强等功能,以及来自使用MRCP预测即将发生的真实或虚假运动的不同研究中用于EEG数据编码的不同电极蒙太奇的特征。对人类运动意图的真实识别,连同对从事表演的肢体及其运动方向的了解,对控制外部设备具有潜在的影响。此信息可能有助于开发基于脑机接口(BCI)的熟练的患者驱动的康复工具。这种具有较短响应时间的BCI范例对于截肢者而言似乎更为自然,并且还可以在大脑中诱发可塑性。加上不同的培训计划,这可以导致中风患者恢复运动控制。

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