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Analysis of Inter-Spike Interval Characteristics of Piecewise Constant Chaotic Spiking Oscillators

机译:分段恒定混沌尖峰振荡器的尖峰间隔特性分析

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This paper studies dynamics of a simple chaotic spiking oscillator having piecewise constant characteristics. The state variable can vibrate and is reset to the base level just after it reaches the threshold. Repeating this vibrate-and-fire behavior, rich chaotic spike-trains can be generated. Since the solution and return map are piecewise linear, precise analysis is possible. We have investigated characteristics of inter-spike intervals (ISIs) and have found interesting properties: "The system can output chaotic spike-trains characterized by line-like spectrums of ISIs. Such phenomena and chaos with continuous spectrum appear alternately and make window-like structure in the parameter space. The continuous spectrum of chaos can have wider-band than other types of spiking oscillators." Presenting a simple electric circuit, typical phenomena are confirmed experimentally.
机译:本文研究了具有分段恒定特性的简单混沌尖峰振荡器的动态。状态变量可以振动并在达到阈值之后重置为基本电平。重复这种振动和火灾行为,可以产生丰富的混乱尖峰列车。由于解决方案和返回地图是分段线性的,因此可以进行精确分析。我们已经研究了尖峰间隔(ISIS)的特征,并且发现了有趣的特性:“系统可以输出以ISIS的线状光谱为特征的混沌峰列。这种现象和混乱具有连续频谱的似乎交替出现,使窗口相同参数空间中的结构。混沌的连续频谱可以具有比其他类型的尖刺振荡器更宽的频带。“提出简单的电路,实验确认了典型的现象。

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