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Neural Activity based Biofeedback Therapy for Autism Spectrum Disorder through Wearable Wireless Textile EEG Monitoring System

机译:通过可穿戴无线纺织品EEG监测系统的基于神经活动的自闭症谱系障碍生物反馈疗法

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Mu waves, also known as mu rhythms, comb or wicket rhythms are synchronized patterns of electrical activity involving large numbers of neurons, in the part of the brain that controls voluntary functions. Controlling, manipulating, or gaining greater awareness of these functions can be done through the process of Biofeedback. Biofeedback is a process that enables an individual to learn how to change voluntary movements for purposes of improving health and performance through the means of instruments such as EEG which rapidly and accurately 'feedback' information to the user. Biofeedback is used for therapeutic purpose for Autism Spectrum Disorder (ASD) by focusing on Mu waves for detecting anomalies in brain wave patterns of mirror neurons. Conventional EEG measurement systems use gel based gold cup electrodes, attached to the scalp with adhesive. It is obtrusive and wires sticking out of the electrodes to signal acquisition system make them impractical for use in sensitive subjects like infants and children with ASD. To remedy this, sensors can be incorporated with skull cap and baseball cap that are commonly used for infants and children. Feasibility of Textile based Sensor system has been investigated here. Textile based multi-electrode EEG, EOG and EMG monitoring system with embedded electronics for data acquisition and wireless transmission has been seamlessly integrated into fabric of these items for continuous detection of Mu waves. Textile electrodes were placed on positions C3, CZ, C4 according to 10-20 international system and their capability to detect Mu waves was tested. The system is ergonomic and can potentially be used for early diagnosis in infants and planning therapy for ASD patients.
机译:Mu波,也称为mu节奏,梳子或wicket节奏,是在控制自愿功能的大脑部分中涉及大量神经元的电活动的同步模式。可通过生物反馈过程来控制,操纵或获得对这些功能的更多了解。生物反馈是一个过程,使个人能够通过诸如EEG之类的工具快速,准确地向用户“反馈”信息,学习如何改变自愿运动,以改善健康状况和表现。生物反馈通过关注Mu波来检测镜像神经元的脑波模式中的异常,从而用于自闭症谱系障碍(ASD)的治疗目的。常规的EEG测量系统使用基于凝胶的金杯电极,并通过粘合剂将其附着在头皮上。它太过引人注目,导线从电极上伸出来信号采集系统,使它们不适用于敏感对象(如患有ASD的婴儿和儿童)。为了解决这个问题,可以将传感器与婴儿和儿童常用的骷髅帽和棒球帽结合使用。这里已经研究了基于纺织品的传感器系统的可行性。基于纺织品的多电极EEG,EOG和EMG监控系统以及用于数据采集和无线传输的嵌入式电子设备已无缝集成到这些物品的织物中,以连续检测Mu波。根据国际标准10-20,将纺织品电极放置在C3,CZ,C4位置,并测试了它们检测Mu波的能力。该系统符合人体工程学,可潜在地用于婴儿的早期诊断和为ASD患者计划治疗。

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