Inference for stochastic neuronal models

摘要

Stochastic models of some aspects of the electrical activity in the nervous system at the cellular level are developed. In particular, models of the subthreshold behavior of the membrane potential of neurons are considered along with the problem of estimation of physiologically meaningful parameters of the developed models. Both ordinary and partial stochastic differential equation models are treated.