Literature DB >> 19256921

Spatiotemporal coding of inputs for a system of globally coupled phase oscillators.

John Wordsworth1, Peter Ashwin.   

Abstract

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.

Entities:  

Year:  2008        PMID: 19256921     DOI: 10.1103/PhysRevE.78.066203

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  4 in total

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Journal:  J Math Neurosci       Date:  2016-01-06       Impact factor: 1.300

2.  Transient sequences in a hypernetwork generated by an adaptive network of spiking neurons.

Authors:  Oleg V Maslennikov; Dmitry S Shchapin; Vladimir I Nekorkin
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2017-06-28       Impact factor: 4.226

3.  Generative models of cortical oscillations: neurobiological implications of the kuramoto model.

Authors:  Michael Breakspear; Stewart Heitmann; Andreas Daffertshofer
Journal:  Front Hum Neurosci       Date:  2010-11-11       Impact factor: 3.169

4.  Criteria for robustness of heteroclinic cycles in neural microcircuits.

Authors:  Peter Ashwin; Ozkan Karabacak; Thomas Nowotny
Journal:  J Math Neurosci       Date:  2011-11-28       Impact factor: 1.300

  4 in total

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