Colloquium
3:00 p.m., Friday
Math Annex 1100
Tim Lewis
Courant Institute, NYU
Dynamics of Neurons connected by Inhibitory Synapses and Electrical Coupling
Networks of inhibitory neurons are thought to play
crucial roles in generating and coordinating electrical
activity in the brain. For this reason, there has been
much interest in trying to understand the mechanisms underlying
the behavior that these networks display. Recent findings
show that cells in many inhibitory networks are not only
connected by pulsatile inhibitory connections but are also
connected by electrical (diffusive) coupling. However, it is
unclear how these two modes of intercellular communication and
the intrinsic properties of cells interact to determine
the dynamics of the networks.
To obtain insight into this issue, we construct a theoretical
framework for the phase-locking dynamics in pairs of intrinsically
oscillating neurons connected by weak electrical and inhibitory
coupling. An integrate-and-fire model, consisting of a set of
simple ordinary differential equations, is used to describe the
activity of coupled cells. We employ the method of averaging
(Kuramoto 1984) to reduce the integrate-and-fire model
to a single differential equation describing the evolution
of the phase difference between the cells. We then study the
bifurcation structure of the reduced system,
examining how the coupling kinetics and intrinsic properties
of the cells influence the phase-locking in the coupled cells.
Finally, theoretical results are compared with preliminary
experimental findings from the laboratory of Dr. Barry Connors
(Brown University).
|