摘要
对近期文献中提出的具有外部输入正弦激励的禁忌学习单神经元模型的动力学行为进行了分析,详细地设计了该混沌系统的硬件电路,包括具有非单调激活函数的电路,运用电路仿真软件对所设计的实现该混沌系统的振荡器电路进行了实验仿真,研究了电路中的非线性动力学现象,经过电路仿真与数值模拟结果分析对比验证了所设计电路的合理性.
The dynamic behavior of tabu learning single neuron models with sinusoidal simulation of external input in recent paper reported are analysed. The hard electronic circuit design of the chaotic single neuron models including non-monotonous activation function unit is described in detail in this paper. The oscillator circuits of the chaotic system are simulated using EWB. The nonlinear dynamic behaviors of the circuit sis studied. The contrast and analysis the nonlinear behaviors between in the designed electronic circuits and in the numerical simulations validates rationality for the designed circuits.
出处
《辽宁大学学报（自然科学版）》
CAS
2014年第1期21-28,共8页
Journal of Liaoning University：Natural Sciences Edition
基金
国家自然科学基金项目(60871094)
关键词
外激励
禁忌学习
单神经元模型
动力学
电路设计
external sinusoidal stimulation
tabu learning
single neuron model
dynamics
circuit design
