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Brain computer interface based functional electrical stimulation: An outline

机译:基于脑电脑界面的功能电刺激:一个轮廓

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People affected by spinal cord injury (SCI) are usually unable to move their lower limbs due to inactive control of the muscles from the brain. This lack of movement may lead to further moral and physical complexities such as cardiovascular diseases, bone demineralization and bedsores. Physiotherapy based exercise and training are conventionally advised to such plegic patients, which, hereby, has not been shown to be have ample recovery efficiency. Alternatively, Functional electrical stimulation (FES) is a relatively newer technique which uses electrical signals to energize the neurons and excite the tissues in the muscles while producing the corresponding contraction in them. FES alone however requires specific electrical devices to generate and supply certain electrical signals similar to that of generated by human brain. This needs some additional devices to be used as the control system for FES to identify and issue the commands as required from time to time. A brain-computer interface (BCI) is a direct communication pathway between the brain and an external device. It uses electrodes, placed on the scalp, to collect signals from the brain structure. A combination of BCI and FES can be a vital solution to cater this issue, as the paralyzed patient can use his own brain electroencephalogram (EEG) as a control system to perform the required movements. This paper discusses their advantages, short comings and latest research advances in this field. Firstly, the significance of FES devices is being introduced and the different technological techniques reported in literature are discussed. Secondly, human brain is introduced as a control system to be employed within BCI systems to generate the required EEG signal activity. Finally, an incorporation of both FES and BCI is suggested to overcome the presiding issues regarding efficient control of the muscles.
机译:受脊髓损伤影响的人(SCI)通常无法移动其下肢由于脑中肌肉的无活性控制。这种缺乏运动可能导致进一步的道德和物理复杂性,如心血管疾病,骨脱矿质和褥疮。基于物理疗法的运动和培训是通常建议这种肺炎患者,在此,在此尚未显示出具有充足的恢复效率。或者,功能电刺激(FES)是一种相对较低的技术,其使用电信号来激励神经元并激发肌肉中的组织,同时产生它们的相应收缩。然而,单独的FES需要特定的电气设备来产生和提供类似于人脑产生的电信号。这需要一些额外的设备用作FE的控制系统,以便根据需要识别和发出命令。脑电脑接口(BCI)是大脑和外部设备之间的直接通信路径。它使用放置在头皮上的电极,从大脑结构收集信号。 BCI和FES的组合可以是迎合这个问题的重要解决方案,因为瘫痪的患者可以使用他自己的脑脑电图(EEG)作为控制系统来执行所需的运动。本文讨论了这一领域的优势,短暂的关注和最新研究进展。首先,讨论了FES器件的重要性,并且讨论了文献中报告的不同技术技术。其次,将人脑引入作为在BCI系统中使用的控制系统,以产生所需的EEG信号活动。最后,建议克服有关肌肉有效控制的主持问题。

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