Fast {\large\it Cl-}type inhibitory neuron with delayed feedback has non-markov output statistics

Abstract

For a class of fast {\it Cl-}type inhibitory spiking neuron models with delayed feedback fed with a Poisson stochastic process of excitatory impulses, it is proven that the stream of output interspike intervals cannot be presented as a Markov process of any order.