Noisy precursors of bifurcations in a neurodynamical model for disease states of mood disorders

Citation
Mt. Huber et al., Noisy precursors of bifurcations in a neurodynamical model for disease states of mood disorders, NEUROCOMPUT, 32, 2000, pp. 823-831
Citations number
22
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
NEUROCOMPUTING
ISSN journal
09252312 → ACNP
Volume
32
Year of publication
2000
Pages
823 - 831
Database
ISI
SICI code
0925-2312(200006)32:<823:NPOBIA>2.0.ZU;2-8
Abstract
We study the effect of noise on a nonlinear neurodynamical model for diseas e states of recurrent affective disorders. Specifically, we consider how no ise affects a model state with periodic event generation close to period-do ubling bifurcations. Our simulations demonstrate noisy precursors of the bi furcations. The precursors can be seen in the return maps of the time serie s and can be quantified with a recently developed algorithm for the detecti on of unstable periodic orbits. Implications for the neurobiology and cours e of mood disorders are discussed. (C) 2000 Elsevier Science B.V. All right s reserved.