Estimation of the synaptic input under a single cell model

Abstract

In this project, a series of simulations are prepared using the Morris-Lecar model, and a set of mathematical theories and transformations are applied which lead to the result that a neuronal dynamical system’s electrical behaviour is equivalent when electrical inputs vary in short and long time intervals; as well as the result that the total synaptic input can be accurately estimated. However, the current solutions to the open problem of estimating the excitatory and inhibitory synaptic inputs, which are components of the total synaptic input, remain inaccurate.