stochasticTipping

Class SelfOrganizedStochasticTippingInSlowFastDynamicalSystems

java.lang.Object

stochasticTipping.SelfOrganizedStochasticTippingInSlowFastDynamicalSystems

public class SelfOrganizedStochasticTippingInSlowFastDynamicalSystems
extends java.lang.Object

Numerical calculations for the scientific article "Self-organized stochastic tipping in slow-fast dynamical systems" by Mathias Linkerhand and Claudius Gros. This class shows the stochastic tipping of a single leaky integrator neuron with random white noise which remains constant for a specific time. The neuron tries to adapt its internal parameters gain and threshold in order to reach a desired target firing rate distribution.

Since:

2012

Constructor Summary

Constructors

Constructor and Description
SelfOrganizedStochasticTippingInSlowFastDynamicalSystems()

Method Summary

Methods

Modifier and Type	Method and Description
static void	main(java.lang.String[] args) Running the application.
static void	run(java.util.Properties simulationProperties, java.io.File timeSeriesFile, java.io.File histogramFile, java.io.File targetHistogramFile) Running the simulation.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SelfOrganizedStochasticTippingInSlowFastDynamicalSystems

public SelfOrganizedStochasticTippingInSlowFastDynamicalSystems()

Method Detail

run

public static void run(java.util.Properties simulationProperties,
       java.io.File timeSeriesFile,
       java.io.File histogramFile,
       java.io.File targetHistogramFile)
                throws java.util.InvalidPropertiesFormatException,
                       java.io.FileNotFoundException,
                       java.io.IOException

Running the simulation.

Throws:

java.io.IOException

java.io.FileNotFoundException

java.util.InvalidPropertiesFormatException

main

public static void main(java.lang.String[] args)
                 throws java.util.InvalidPropertiesFormatException,
                        java.io.FileNotFoundException,
                        java.io.IOException

Running the application.

Parameters:

args - A string array with the first argument being the properties file with parameters to use for the simulation.

Throws:

java.io.IOException

java.io.FileNotFoundException

java.util.InvalidPropertiesFormatException