The most likely voltage path and large deviations approximations for integrate-and-fire neurons.

Published in: J. Comput. Neurosci. (2006)

Keyphrases

large deviations
queueing systems
neural network
heavy tailed
importance sampling
state dependent
asymptotically optimal
markov processes
mathematical programming
monte carlo
learning theory
generalization bounds