BME 213
NONLINEAR DYNAMICS IN ELECTROPHYSIOLOGY
| Semester | Lecture Period | Instructor |
| Spring 2010 | WF 1:15-2:30pm | Dr. Wanda Krassowska Neu |
This course examines the electrophysiological behavior of nerves and muscle
using methods of nonlinear dynamics. The topics include:
- Introduction to BME 213.
Review of the Hodgkin-Huxley model of the giant axon of the squid.
Asymptotic reduction of Hodgkin-Huxley model to FitzHugh-Nagumo model.
- Introduction to nonlinear dynamics.
Concepts of phase space, trajectories, nullclines, and fixed points.
Constructing phase-plane portraits. Linear stability
analysis and classification of fixed points.
- Excitable membrane as a dynamic system.
Phase-plane analysis of the FitzHugh-Nagumo model.
Interpretation of physiological phenomena in phase-space.
- Limit cycles and the oscillatory response of the membrane.
Periodic oscillations in linear vs nonlinear systems.
Limit cycles in the FitzHugh-Nagumo model of excitable membrane.
Influence of external stimuli on nonlinear oscillators.
- Phase resetting in biological oscillators.
Winfree's critical point theory and its applications to electrophysiology.
Induction of rotors in the heart by cross-field stimulation.
- Introduction to chaos.
Chaos in continuous and discrete systems. Bifurcation diagrams,
chaotic attractors. Chaos in discrete systems. Poincaire maps.
- Chaos control.
Ott, Grebogy, and Yorke method of controlling the dynamics of chaotic
systems using small perturbations. Controlling irregular cardiac rhythm:
theory and practical realization in Garfinkel's experiment.
Textbook:
S. H. Strogatz, Nonlinear Dynamics and Chaos. With Applications to Physics,
Biology, Chemistry, and Engineering; readings from original articles.
Prerequisites:
MTH 108 or equivalent; BME 101 or consent of the instructor.
Grading:
Participation in class, homeworks, computer labs, and tests. Each
student will prepare and present a project based on individual readings
from the literature. (4 units)
Send comments to
jtranqui@acpub.duke.edu
Last modified: Monday October 26, 1998