Fast Cl-type inhibitory neuron with delayed feedback has non-markov output statistics

Abstract

For a class of fast 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.

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