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A Validated Peripheral Nerve Model for the Simulation of Multicontact Nerve Cuff Recordings

机译:经过验证的用于模拟多触点神经袖套记录的周围神经模型

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摘要

Accurate simulations of peripheral nerve recordings are needed to develop improved neuroprostheses. Previous models of peripheral nerves contained simplifications whose effects have not been tested. We have created an anatomically detailed finite element model of a rat sciatic nerve using MRI imaging, and used it to carry out a sensitivity analysis of relevant parameters. We simulated neural recordings from a multicontact nerve cuff electrode and validated them with in vivo experimental data. We found that varying tissue conductivities had little influence on the simulated recording selectivity of the cuff, as we found high correlations between in vivo and simulated measurements for a wide range of conductivity values. On the other hand, the increased anatomical detail did substantially alter the recording patterns observed. It can be concluded that our model is an improved simulation tool and can be used in the design of neural interfaces.
机译:为了开发出更好的神经假体,需要精确模拟周围神经的录音。先前的周围神经模型包含其效果未经测试的简化形式。我们使用MRI成像创建了大鼠坐骨神经的解剖学详细的有限元模型,并用其对相关参数进行了敏感性分析。我们模拟了来自多触点神经袖套电极的神经记录,并通过体内实验数据对其进行了验证。我们发现变化的组织电导率对袖带的模拟记录选择性几乎没有影响,因为我们发现体内和模拟测量值之间的相关性很宽。另一方面,增加的解剖细节确实改变了观察到的记录模式。可以得出结论,我们的模型是一种改进的仿真工具,可用于神经接口的设计。

著录项

  • 作者

    Garai, Purbasha.;

  • 作者单位

    University of Toronto (Canada).;

  • 授予单位 University of Toronto (Canada).;
  • 学科 Biomedical engineering.;Neurosciences.
  • 学位 M.A.S.
  • 年度 2016
  • 页码 104 p.
  • 总页数 104
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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