Auto and crosscorrelograms for the spike response of LIF neurons with slow synapses

Details Auto and crosscorrelograms for the spike response of LIF neurons with slow synapses Auto and crosscorrelograms for the spike response of LIF neurons with slow synapses

2007-10-11

arxiv.org/abs/0710.2301v1

PRL 96, 028101 (2006)

Biology

Quantitative Biology

Neurons and Cognition

5 pages, 3 figures

Scientific paper

10.1103/PhysRevLett.96.028101

An analytical description of the response properties of simple but realistic neuron models in the presence of noise is still lacking. We determine completely up to the second order the firing statistics of a single and a pair of leaky integrate-and-fire neurons (LIFs) receiving some common slowly filtered white noise. In particular, the auto- and cross-correlation functions of the output spike trains of pairs of cells are obtained from an improvement of the adiabatic approximation introduced in \cite{Mor+04}. These two functions define the firing variability and firing synchronization between neurons, and are of much importance for understanding neuron communication.

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