GenericEachPairStdpSynapse< BaseSyn > Class Template Reference

#include <GenericEachPairStdpSynapse.h>

Inheritance diagram for GenericEachPairStdpSynapse< BaseSyn >:

Collaboration diagram for GenericEachPairStdpSynapse< BaseSyn >:

List of all members.

Public Member Functions

GenericEachPairStdpSynapse ()

virtual ~GenericEachPairStdpSynapse ()

virtual double stdpLearning (const double &delta, const double &t_post, const double &t_pre, const double &t_prev_post, const double &t_prev_pre)=0

Called for each pre and post spike with time difference delta=t_post-t_pre.

virtual double maxRelevantSpikeTimeDiff ()=0

virtual int reset (double dt)

virtual int spikeHit (spikeport_t port, SpikeEvent const &spike)

void preSpikeHit (SpikeEvent const &spike)

Called if the pre-synaptic spikes hits the synapse and calls the learning function for each pair of pre-post spikes.

void postSpikeHit (SpikeEvent const &spike)

Called if the post-synaptic spikes hits the synapse and calls the learning function for each pair of post-pre spikes.

virtual void incoming (SimObject *post, SimObject::ID const &postid, SimObject::ID const &self, SimNetwork &net)

Connects the spike output port of the postsynaptic neuron to spike intpFroemke, R.C. and Dan, Y. (2002). Spike timing-dependent synaptic modification induced by natural spike trains. Nature 416, 433-438.ut port 1.

virtual SimObject::PortType inputPortType (port_t p) const

Public Attributes

int activeSTDP

Set to 1 to activate STDP-learning. No learning is performed if set to 0.

float back_delay

Delay of dendritic backpropagating spike (the synapse sees the postsynaptic spike delayed by back_delay [units=sec].

double Winit

The initial value of the synapse weight [units=none; range = (0,1e6);].

Detailed Description

template<class BaseSyn>
class GenericEachPairStdpSynapse< BaseSyn >

Definition at line 20 of file GenericEachPairStdpSynapse.h.

Constructor & Destructor Documentation

template<class BaseSyn>

GenericEachPairStdpSynapse< BaseSyn >::GenericEachPairStdpSynapse ( ) [inline]

Definition at line 23 of file GenericEachPairStdpSynapse.h.

template<class BaseSyn>

virtual GenericEachPairStdpSynapse< BaseSyn >::~GenericEachPairStdpSynapse ( ) [inline, virtual]

Definition at line 27 of file GenericEachPairStdpSynapse.h.

Member Function Documentation

template<class BaseSyn>

virtual double GenericEachPairStdpSynapse< BaseSyn >::stdpLearning	(	const double &	delta,
		const double &	t_post,
		const double &	t_pre,
		const double &	t_prev_post,
		const double &	t_prev_pre
	)			`[pure virtual]`

Called for each pre and post spike with time difference delta=t_post-t_pre.

Referenced by GenericEachPairStdpSynapse< BaseSyn >::postSpikeHit(), and GenericEachPairStdpSynapse< BaseSyn >::preSpikeHit().

template<class BaseSyn>

virtual double GenericEachPairStdpSynapse< BaseSyn >::maxRelevantSpikeTimeDiff ( ) [pure virtual]

Referenced by GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > >::reset().

template<class BaseSyn>

virtual int GenericEachPairStdpSynapse< BaseSyn >::reset ( double dt ) [inline, virtual]

Reimplemented in GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericStaticSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericConductanceBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericStaticSpikingSynapse< GenericConductanceBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, and GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericStaticSpikingSynapse< GenericCurrentBasedSpikingSynapse< SquarePulseSpikeResponse > > > > >.

Definition at line 46 of file GenericEachPairStdpSynapse.h.

template<class BaseSyn>

virtual int GenericEachPairStdpSynapse< BaseSyn >::spikeHit	(	spikeport_t	port,
		SpikeEvent const &	spike
	)			`[inline, virtual]`

Reimplemented in GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericStaticSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericConductanceBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericStaticSpikingSynapse< GenericConductanceBasedSpikingSynapse< ExponentialDecaySpikeResponse > > > > >, and GenericDAModulatedSTDPSynapse< GenericFroemkeDanStdpSynapse< GenericEachPairStdpSynapse< GenericStaticSpikingSynapse< GenericCurrentBasedSpikingSynapse< SquarePulseSpikeResponse > > > > >.

Definition at line 54 of file GenericEachPairStdpSynapse.h.

template<class BaseSyn>

void GenericEachPairStdpSynapse< BaseSyn >::preSpikeHit ( SpikeEvent const & spike ) [inline]

Called if the pre-synaptic spikes hits the synapse and calls the learning function for each pair of pre-post spikes.

Definition at line 106 of file GenericEachPairStdpSynapse.h.

References SpikeBuffer::begin(), SpikeBuffer::end_of_window(), SpikeBuffer::second(), SpikeBuffer::size(), GenericEachPairStdpSynapse< BaseSyn >::stdpLearning(), and SpikeEvent::time().

Referenced by GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > >::spikeHit().

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template<class BaseSyn>

void GenericEachPairStdpSynapse< BaseSyn >::postSpikeHit ( SpikeEvent const & spike ) [inline]

Called if the post-synaptic spikes hits the synapse and calls the learning function for each pair of post-pre spikes.

Definition at line 122 of file GenericEachPairStdpSynapse.h.

References SpikeBuffer::begin(), SpikeBuffer::end_of_window(), SpikeBuffer::second(), SpikeBuffer::size(), GenericEachPairStdpSynapse< BaseSyn >::stdpLearning(), and SpikeEvent::time().

Referenced by GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > >::spikeHit().

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template<class BaseSyn>

virtual void GenericEachPairStdpSynapse< BaseSyn >::incoming	(	SimObject *	post,
		SimObject::ID const &	postid,
		SimObject::ID const &	self,
		SimNetwork &	net
	)			`[inline, virtual]`

Connects the spike output port of the postsynaptic neuron to spike intpFroemke, R.C. and Dan, Y. (2002). Spike timing-dependent synaptic modification induced by natural spike trains. Nature 416, 433-438.ut port 1.

Definition at line 80 of file GenericEachPairStdpSynapse.h.

template<class BaseSyn>

virtual SimObject::PortType GenericEachPairStdpSynapse< BaseSyn >::inputPortType ( port_t p ) const [inline, virtual]

Definition at line 92 of file GenericEachPairStdpSynapse.h.

Member Data Documentation

template<class BaseSyn>

int GenericEachPairStdpSynapse< BaseSyn >::activeSTDP

Set to 1 to activate STDP-learning. No learning is performed if set to 0.

Definition at line 29 of file GenericEachPairStdpSynapse.h.

Referenced by GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > >::spikeHit().

template<class BaseSyn>

float GenericEachPairStdpSynapse< BaseSyn >::back_delay

Delay of dendritic backpropagating spike (the synapse sees the postsynaptic spike delayed by back_delay [units=sec].

Definition at line 35 of file GenericEachPairStdpSynapse.h.

Referenced by GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > >::incoming().

template<class BaseSyn>

double GenericEachPairStdpSynapse< BaseSyn >::Winit

The initial value of the synapse weight [units=none; range = (0,1e6);].

Definition at line 38 of file GenericEachPairStdpSynapse.h.

Referenced by GenericEachPairStdpSynapse< GenericDynamicSpikingSynapse< GenericCurrentBasedSpikingSynapse< ExponentialDecaySpikeResponse > > >::reset().

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

/home/tnatschl/PCSIM-Sandbox/pcsim/pcsim/simobjects/GenericEachPairStdpSynapse.h


Public Member Functions
	GenericEachPairStdpSynapse ()
virtual	~GenericEachPairStdpSynapse ()
virtual double	stdpLearning (const double &delta, const double &t_post, const double &t_pre, const double &t_prev_post, const double &t_prev_pre)=0
	Called for each pre and post spike with time difference delta=t_post-t_pre.
virtual double	maxRelevantSpikeTimeDiff ()=0
virtual int	reset (double dt)
virtual int	spikeHit (spikeport_t port, SpikeEvent const &spike)
void	preSpikeHit (SpikeEvent const &spike)
	Called if the pre-synaptic spikes hits the synapse and calls the learning function for each pair of pre-post spikes.
void	postSpikeHit (SpikeEvent const &spike)
	Called if the post-synaptic spikes hits the synapse and calls the learning function for each pair of post-pre spikes.
virtual void	incoming (SimObject *post, SimObject::ID const &postid, SimObject::ID const &self, SimNetwork &net)
	Connects the spike output port of the postsynaptic neuron to spike intpFroemke, R.C. and Dan, Y. (2002). Spike timing-dependent synaptic modification induced by natural spike trains. Nature 416, 433-438.ut port 1.
virtual SimObject::PortType	inputPortType (port_t p) const
Public Attributes
int	activeSTDP
	Set to 1 to activate STDP-learning. No learning is performed if set to 0.
float	back_delay
	Delay of dendritic backpropagating spike (the synapse sees the postsynaptic spike delayed by back_delay [units=sec].
double	Winit
	The initial value of the synapse weight [units=none; range = (0,1e6);].

GenericEachPairStdpSynapse< BaseSyn > Class Template Reference

Public Member Functions

Public Attributes

Detailed Description

template<class BaseSyn> class GenericEachPairStdpSynapse< BaseSyn >

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<class BaseSyn>
class GenericEachPairStdpSynapse< BaseSyn >