Teem::SRMPlasticSynapse Class Reference
[Neurons and synapses]

#include <SRMNeuron.h>

Inheritance diagram for Teem::SRMPlasticSynapse:

List of all members.

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Detailed Description

This class implements a SRM synapse with STDP learning.

The STDP kernel takes the form of two exponentials.

The parameters handled by this class are:

• potFactor
• deprFactor
• potTau
• deprTau
• learningDelay

Public Member Functions
virtual void	setParams (const std::string &param, double value)
	Set parameters. Should be overriden by subclasses to handle more parameters.
virtual void	update (double dt=1.0)
	Update status of the synapse according to state of presynaptic neurons.
Static Public Attributes
static double	learningRate = 1.0
	learning rate global parameter
static double	stdpControl = 1.0
	stdp control global parameter
Protected Member Functions
void	preformLearning (double dt)
	Preform learning on synapse.
Protected Attributes
double	potFactor
	Scale of potentiation part.
double	deprFactor
	Scale of depression part.
An::ExpDecay	potState
	State variable for potentiation.
An::ExpDecay	deprState
	State variable for depression.
SpikeDelayLine	preDelayLine
	Delay line for pre neuron.
SpikeDelayLine	postDelayLine
	Delay line for post neuron.

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The documentation for this class was generated from the following files:

• controller/nn/SRMNeuron.h
• controller/nn/SRMNeuron.cpp

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