Asynchronous states in networks of pulse-coupled oscillators
1993; American Physical Society; Volume: 48; Issue: 2 Linguagem: Inglês
10.1103/physreve.48.1483
ISSN1538-4519
AutoresL. F. Abbott, Carl van Vreeswijk,
Tópico(s)Neural Networks and Reservoir Computing
ResumoWe use a mean-field approach to analyze the stability of the asynchronous state in a population of all-to-all, pulse-coupled, nonlinear oscillators. We determine the conditions that must be satisfied by the time constants and phase dependence characterizing the coupling between the oscillators in order for the asynchronous state to be stable. We also consider the effects of noise. This work complements results on synchronous states in similar models and allows us to study the validity of firing-rate models commonly used for neural networks.
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