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Optimization of Array Magnetic Coil Design for Functional Magnetic Stimulation Based on Improved Genetic Algorithm

机译:基于改进遗传算法的阵列磁线圈功能性磁激励设计优化

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摘要

The human brain can be stimulated noninvasively by strong pulses of magnetic field that induce a flow of current in the tissue, leading to the excitation of neurons. Hence, transcranial magnetic stimulation (TMS) has a wealth of applications in the research, diagnosis and therapy of the brain. The key-point in the stimulation process is to ensure that the effect of the eddy currents evoked in the brain are meeting therapeutical expectations. However, the structure and parameters of the magnetic coils (MC) have very poor relationship with the TMS ability to specifically stimulate the target tissue without activating the surrounding tissues. In this paper, a cone-shaped coil, which consists of two circular coils with a cross angle, is studied and discussed. Furthermore, an array-coil unit which consists of 7 circular coils is also analyzed using an improved adaptive genetic algorithm (IAGA) to search for the optimal parameters of the coils in order to obtain the desired deep and sharp distribution of magnetic fields in deep magnetic stimulation.
机译:可以通过在组织中引起电流流动的强磁场脉冲无创地刺激人脑,从而激发神经元。因此,经颅磁刺激(TMS)在大脑的研究,诊断和治疗中具有大量应用。刺激过程中的关键点是确保大脑中引起的涡流效应达到治疗期望。但是,电磁线圈(MC)的结构和参数与TMS在不激活周围组织的情况下特异性刺激目标组织的能力之间的关系非常差。本文研究并讨论了由两个交叉角的圆形线圈组成的锥形线圈。此外,还使用改进的自适应遗传算法(IAGA)对由7个圆形线圈组成的阵列线圈单元进行了分析,以搜索线圈的最佳参数,从而获得深磁场中所需的深度和锐利磁场分布刺激。

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