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Synchronization control of interconnected systems with applications to neuronal models.

机译:互连系统的同步控制及其在神经元模型中的应用。

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摘要

This thesis investigates the control of synchronization for a general class of compartmental models. The system consists of interconnected compartments. Each compartment is an interconnection of subsystems called species, which are modeled as input-output operators in the extended L2 space. Compartmental models are ubiquitous in biological networks modeling. The distinctive feature of this thesis is the presence of an external feedback loop that can be used to modify the behavior of the network. Our main results provide controllable bounds on the level of synchrony of the network. The problem of selecting the feedback parameters to achieve the desired bounds is also addressed and the approach is applied to a number of neuronal network models. The application is motivated by the feedback control of pathological synchronization of neuron firing in the brain, often responsible for neurological diseases such as Parkinsons.
机译:本文研究了一般类隔间模型的同步控制。该系统由相互连接的隔室组成。每个隔室都是子系统的互连,称为物种,在扩展的L2空间中,这些子系统被建模为输入-输出运算符。隔室模型在生物网络建模中无处不在。本论文的独特之处在于存在一个外部反馈回路,该回路可用于修改网络行为。我们的主要结果为网络的同步水平提供了可控制的界限。还解决了选择反馈参数以实现期望界限的问题,并且该方法被应用于许多神经网络模型。该应用是受大脑中神经元放电的病理同步反馈控制的激励,该神经元通常负责神经系统疾病,如帕金森氏症。

著录项

  • 作者

    Khan, Farhan.;

  • 作者单位

    University of Toronto (Canada).;

  • 授予单位 University of Toronto (Canada).;
  • 学科 Electrical engineering.
  • 学位 M.A.S.
  • 年度 2015
  • 页码 79 p.
  • 总页数 79
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:52:44

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