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Noise-induced cooperative dynamics and its control in coupled neuron models

2006/10/04 by B. Hauschildt, N. B. Janson, Natalia Janson +4
Computer Science · Neuroscience · Physics and Astronomy · #Neural dynamics and brain function #Nonlinear Dynamics and Pattern Formation #nlin.CD #stochastic dynamics and bifurcation

paper · pdf · doi:10.1103/physreve.74.051906

12 pages, 17 figures, Phys. Rev. E accepted

arxiv created 2006/10/04 · openalex publication_date 2006/11/08 · arxiv updated 2009/12/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We investigate feedback control of the cooperative dynamics of two coupled neural oscillators that is induced merely by external noise. The interacting neurons are modeled as FitzHugh-Nagumo systems with parameter values at which no autonomous oscillations occur, and each unit is forced by its own source of random fluctuations. Application of delayed feedback to only one of two subsystems is shown to be able to change coherence and time scales of noise-induced oscillations either in the given subsystem, or globally. It is also able to induce or to suppress stochastic synchronization under certain conditions.

Citations