Mathematical Biology Seminar
Carson Chow
NIH
Wednesday, April 22, 2009
3:05pm in LCB 215
Kinetic Theory of Coupled Oscillators
Abstract: Networks of coupled oscillators have been used to model a
wide range of phenomena such as interacting neurons, flashing
fireflies, chirping crickets and coupled Josephson
junctions. Typically, these networks have been studied analytically in
regimes where the number
of oscillators are small or in the "mean field" infinite size
limit. The dynamics of networks that are large but not infinite is not
well understood, although this is where many of the interesting
applications lie. I will present a formalism to analyze large but
finite-sized networks using an approach borrowed from the kinetic
theory of gases and plasmas. The result is an infinite number of
coupled equations for the moments of the probability density function
for the dynamics (i.e. moment hierarchy) that can be truncated to
estimate finite-sized fluctuation and correlation effects. In
addition, it can be shown that the moment hierarchy is equivalent to a
path integral formulation where diagrammatic methods can be employed
to assist in the analytical calculations.
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