Modeling single neuron behavior using stochastic differential equations

We model the intrinsic dynamic behavior of a neuron using stochastic differential equations and Brownian motion. Basis of our work is the deterministic one-compartmental multi-conductance model of cerebellar granule cell. We develop a novel modeling approach for our test neuron by incorporating the stochasticity inherently present in the operation of voltage-dependent ion channels. Our new stochastic Hodgkin

• Type: Journal
• Year: 2006
• Where: IJON
• Authors: Antti Saarinen, Marja-Leena Linne, Olli Yli-Harja
• Keywords: Cerebellar Granule Cell, Granule Cell, IJON 2006, Intrinsic Dynamic Behavior