Activity of any neuron with delayed feedback stimulated with Poisson stream is non-Markov

Autor:	Vidybida, Alexander K.
Rok vydání:	2015
Předmět:	Quantitative Biology - Neurons and Cognition Mathematics - Probability 60G55 60G10 60K99 92B20
Zdroj:	J Stat Phys (2015) 160:1507-1518
Druh dokumentu:	Working Paper
DOI:	10.1007/s10955-015-1301-2
Popis:	For a class of excitatory spiking neuron models with delayed feedback fed with a Poisson stochastic process, it is proven that the stream of output interspike intervals cannot be presented as a Markov process of any order. Keywords: spiking neuron; Poisson stochastic process; probability density function; delayed feedback; non-Markov stochastic process Comment: 15 pages, 2 figures, 25 Refs
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1503.03312 Zobrazit plný text záznamu View this record from Arxiv