Find models by
Find models for
Find models of
Electrical synapses (gap junctions)
SenseLab mailing list
ModelDB related resources
Computational neuroscience ecosystem
Models in a git repository
Theory and simulation of integrate-and-fire neurons driven by shot noise (Droste & Lindner 2017)
Download zip file
Help downloading and running models
This archive contains source code for the paper "Exact analytical results for integrate-and-fire neurons driven by excitatory shot noise" by Droste and Lindner, 2017. Specifically, it contains a Python implementation of the analytical formulas derived in that paper (allowing to calculate firing rate, CV and stationary voltage distribution of general integrate-and-fire neurons driven by excitatory shot noise, as well as power spectrum and rate-response of leaky integrate-and-fire neurons with such input) and C++ code implementing a Monte-Carlo simulation to estimate these quantities. A sample Jupyter notebook to play around with the analytics is included, as are scripts to reproduce the figures from the paper.
Droste F, Lindner B (2017) Exact analytical results for integrate-and-fire neurons driven by excitatory shot noise
J. Comp. Neurosci.
(Click on a link to find other models with that property)
Abstract integrate-and-fire leaky neuron;
Abstract theta neuron;
C or C++ program;
Droste, Felix [fedro at posteo.de];
Download the displayed file
from latex_param_values import LatexParamValues
Loading data, please wait...