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自适应反馈单神经元模型混沌非线性电路实现设计研究

Chaotic Circuits Implementation Design and Studies of a Single Neuron Model with Adapting Feedback

  • 摘要: 通过参数变换实现 2 个共存吸引子与一个相连吸引子相互转化的混沌现象模型的电路实现描述, 并对其非单调激活函数单元电路的原理及方法进行了研究, 利用 Electronic Workbench 软件仿真验证了所设计电路的动力学行为, 其结果与通过数值计算的结果相一致.

     

    Abstract: In the report, an electronic circuit implementation of the chaotic phenomena model was described, in which the reciprocal transformation between two coexisting chaotic attractors and a connected chaotic attractor was accomplished through parameter variation. And the principles and methods in circuit design, especially for realizing circuit with non-monotonous function activation unit, were also analyzed. The dynamical behaviors data of the designed circuits from numerical experiments were consistence to the results predicted by EWB software.

     

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