The Neurone as a Nonlinear System: A Single Compartment Study

A neurone is described as a single-input single-output nonlinear system. The Volterra kernels of a single compartmental model are extracted using a feedforward network. We then demonstrate that the derived kernels can represent features of the compartmental model. This technique can also be applied to intracellular recordings to allow the construction of improved models.