Role of delays in shaping spatiotemporal dynamics of neuronal activity in large networks.

Published

Journal Article

We study the effect of delays on the dynamics of large networks of neurons. We show that delays give rise to a wealth of bifurcations and to a rich phase diagram, which includes oscillatory bumps, traveling waves, lurching waves, standing waves arising via a period-doubling bifurcation, aperiodic regimes, and regimes of multistability. We study the existence and the stability of the various dynamical patterns analytically and numerically in a simplified rate model as a function of the interaction parameters. The results derived in that framework allow us to understand the origin of the diversity of dynamical states observed in large networks of spiking neurons.

Full Text

Duke Authors

Cited Authors

  • Roxin, A; Brunel, N; Hansel, D

Published Date

  • June 17, 2005

Published In

Volume / Issue

  • 94 / 23

Start / End Page

  • 238103 -

PubMed ID

  • 16090506

Pubmed Central ID

  • 16090506

International Standard Serial Number (ISSN)

  • 0031-9007

Digital Object Identifier (DOI)

  • 10.1103/PhysRevLett.94.238103

Language

  • eng

Conference Location

  • United States