FPGA-Based Acceleration of the Computations Involved in Transcranial Magnetic Stimulation

O. Creţ, I. Trestian, R. Tudoran, Laura Cret, Lucia Vaicariu
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引用次数: 3

Abstract

In the last years the interest for magnetic stimulation of the human nervous tissue has increased, because this technique has proved its utility and applicability both as a diagnostic and as a treatment instrument. Research in this domain is aimed at eliminating some disadvantages of the technique: the lack of focalization of the stimulated human body region and the reduced efficiency of the energetic transfer from the stimulating coil to the tissue. Designing better stimulation coils is so far a trial-and-error process, relying on very compute-intensive simulations. In software, such a simulation has a very high running time (several hours for complicated geometries of the coils). This paper proposes and demonstrates an FPGA-based hardware implementation of this simulation, which reduces the computation time by 2-3 orders of magnitude. Thanks to this powerful tool, some significant improvements in the design of the coils have already been obtained.
基于fpga的经颅磁刺激计算加速
在过去的几年里,对人体神经组织的磁刺激的兴趣增加了,因为这项技术已经证明了它作为诊断和治疗工具的实用性和适用性。该领域的研究旨在消除该技术的一些缺点:受刺激人体区域缺乏聚焦和从刺激线圈到组织的能量转移效率降低。到目前为止,设计更好的刺激线圈是一个反复试验的过程,依赖于非常密集的计算模拟。在软件中,这样的模拟有一个非常高的运行时间(几个小时的复杂几何线圈)。本文提出并演示了一种基于fpga的仿真硬件实现,将计算时间缩短了2-3个数量级。由于这个强大的工具,一些显着的改进线圈的设计已经获得。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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