Wordsworth John, Ashwin Peter
Mathematics Research Institute, School of Engineering, Computing and Mathematics, University of Exeter, Exeter, EX4 4QF, United Kingdom.
Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Dec;78(6 Pt 2):066203. doi: 10.1103/PhysRevE.78.066203. Epub 2008 Dec 4.
We investigate the spatiotemporal coding of low amplitude inputs to a simple system of globally coupled phase oscillators with coupling function g(varphi)=-sin(varphi+alpha)+rsin(2varphi+beta) that has robust heteroclinic cycles (slow switching between cluster states). The inputs correspond to detuning of the oscillators. It was recently noted that globally coupled phase oscillators can encode their frequencies in the form of spatiotemporal codes of a sequence of cluster states [P. Ashwin, G. Orosz, J. Wordsworth, and S. Townley, SIAM J. Appl. Dyn. Syst. 6, 728 (2007)]. Concentrating on the case of N=5 oscillators we show in detail how the spatiotemporal coding can be used to resolve all of the information that relates the individual inputs to each other, providing that a long enough time series is considered. We investigate robustness to the addition of noise and find a remarkable stability, especially of the temporal coding, to the addition of noise even for noise of a comparable magnitude to the inputs.
我们研究了低幅度输入对具有耦合函数(g(\varphi)=-\sin(\varphi+\alpha)+r\sin(2\varphi+\beta))的全局耦合相位振子简单系统的时空编码,该耦合函数具有强大的异宿环(簇状态之间的缓慢切换)。这些输入对应于振子的失谐。最近有人指出,全局耦合相位振子可以以一系列簇状态的时空编码形式对其频率进行编码[P. Ashwin, G. Orosz, J. Wordsworth, and S. Townley, SIAM J. Appl. Dyn. Syst. 6, 728 (2007)]。专注于(N = 5)个振子的情况,我们详细展示了时空编码如何用于解析所有将各个输入相互关联的信息,前提是考虑足够长的时间序列。我们研究了添加噪声时的鲁棒性,发现即使对于幅度与输入相当的噪声,时空编码,尤其是时间编码,对添加噪声具有显著的稳定性。