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Circuit implementation of digitally programmable transconductance amplifier in analog simulation of reaction-diffusion neural model

机译:反应扩散神经模型模拟中数字可编程跨导放大器的电路实现

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摘要

This paper is concerned with circuit implementation in reaction-diffusion neuron model. Firstly, in order to realize easily, one obtains the equivalent form by discretization of this neuron model. In the frame of discrete model, every parameter can be represented by the basic circuit component. Then the digital programmable transconductance amplifier (DPTA) is designed to realize the digitally function in circuit. In addition, the DPTA is applied to realize two activation functions and the simulation results are verified in Multisim.
机译:本文涉及反应扩散神经元模型中的电路实现。首先,为了易于实现,人们通过离散化该神经元模型获得了等效形式。在离散模型的框架中,每个参数都可以由基本电路组件表示。然后设计数字可编程跨导放大器(DPTA)来实现电路中的数字功能。此外,将DPTA用于实现两个激活功能,并在Multisim中验证了仿真结果。

著录项

  • 来源
    《Neurocomputing》 |2017年第1期|74-81|共8页
  • 作者单位

    Southwest Univ, Sch Elect & Informat Engn, Chongqing 400715, Peoples R China;

    Southwest Univ, Sch Elect & Informat Engn, Chongqing 400715, Peoples R China;

    Southwest Univ, Sch Elect & Informat Engn, Chongqing 400715, Peoples R China;

    Southwest Univ, Sch Elect & Informat Engn, Chongqing 400715, Peoples R China;

    Guizhou Minzu Univ, Sch Informat Engn, Guiyang 550025, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Reaction-diffusion equation; Neural network; Circuit implementation;

    机译:反应扩散方程;神经网络;电路实现;

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