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非等时霍普夫振荡器引发的噪声诱导混沌与信号检测

Noise-induced chaos and signal detection by the nonisochronous Hopf oscillator.

作者信息

Faber Justin, Bozovic Dolores

机构信息

Department of Physics and Astronomy, University of California, Los Angeles, California 90095, USA.

出版信息

Chaos. 2019 Apr;29(4):043132. doi: 10.1063/1.5091938.

Abstract

The Hopf oscillator has been shown to capture many phenomena of the auditory and vestibular systems. These systems exhibit remarkable temporal resolution and sensitivity to weak signals, as they are able to detect sounds that induce motion in the angstrom regime. In the present work, we find the analytic response function of a nonisochronous Hopf oscillator to a step stimulus and show that the system is most sensitive in the regime where noise induces chaotic dynamics. We show that this regime also provides a faster response and enhanced temporal resolution. Thus, the system can detect a very brief, low-amplitude pulse. Finally, we subject the oscillator to periodic delta-function forcing, mimicking a spike train, and find the exact analytic expressions for the stroboscopic maps. Using these maps, we find a period-doubling cascade to chaos with increasing force strength.

摘要

霍普夫振荡器已被证明能够捕捉听觉和前庭系统的许多现象。这些系统表现出卓越的时间分辨率和对微弱信号的敏感性,因为它们能够检测到在埃量级上引起运动的声音。在本工作中,我们找到了一个非等时霍普夫振荡器对阶跃刺激的解析响应函数,并表明该系统在噪声诱导混沌动力学的区域最为敏感。我们表明,该区域还提供了更快的响应和增强的时间分辨率。因此,该系统能够检测到非常短暂、低幅度的脉冲。最后,我们使振荡器受到周期性δ函数强迫,模拟一个脉冲序列,并找到了频闪映射的精确解析表达式。利用这些映射,我们发现随着强迫强度的增加会出现倍周期分岔通向混沌的现象。

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