Literature DB >> 27415251

Dynamics of a population of oscillatory and excitable elements.

Kevin P O'Keeffe1, Steven H Strogatz1.   

Abstract

We analyze a variant of a model proposed by Kuramoto, Shinomoto, and Sakaguchi for a large population of coupled oscillatory and excitable elements. Using the Ott-Antonsen ansatz, we reduce the behavior of the population to a two-dimensional dynamical system with three parameters. We present the stability diagram and calculate several of its bifurcation curves analytically, for both excitatory and inhibitory coupling. Our main result is that when the coupling function is broad, the system can display bistability between steady states of constant high and low activity, whereas when the coupling function is narrow and inhibitory, one of the states in the bistable regime can show persistent pulsations in activity.

Year:  2016        PMID: 27415251     DOI: 10.1103/PhysRevE.93.062203

Source DB:  PubMed          Journal:  Phys Rev E        ISSN: 2470-0045            Impact factor:   2.529


  3 in total

1.  Oscillators that sync and swarm.

Authors:  Kevin P O'Keeffe; Hyunsuk Hong; Steven H Strogatz
Journal:  Nat Commun       Date:  2017-11-15       Impact factor: 14.919

2.  Firing rate equations require a spike synchrony mechanism to correctly describe fast oscillations in inhibitory networks.

Authors:  Federico Devalle; Alex Roxin; Ernest Montbrió
Journal:  PLoS Comput Biol       Date:  2017-12-29       Impact factor: 4.475

3.  Synaptic Diversity Suppresses Complex Collective Behavior in Networks of Theta Neurons.

Authors:  Lucas Lin; Ernest Barreto; Paul So
Journal:  Front Comput Neurosci       Date:  2020-05-26       Impact factor: 2.380

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.