Name:stdp_pl_synapse_hom - Synapse type for spike-timing dependent
plasticity with power law implementation using homogeneous parameters, i.e.
all synapses have the same parameters.
Description:
stdp_pl_synapse is a connector to create synapses with spike time
dependent plasticity (as defined in [1]).
Parameters:
tau_plus double - Time constant of STDP window, potentiation in ms
(tau_minus defined in post-synaptic neuron)
lambda double - Learning rate
alpha double - Asymmetry parameter (scales depressing increments as
alpha*lambda)
mu double - Weight dependence exponent, potentiation
Transmits:
SpikeEvent
Remarks:
The parameters can only be set by SetDefaults and apply to all synapses of
the model.
References:
[1] Morrison et al. (2007) Spike-timing dependent plasticity in balanced
random networks. Neural Computation.
Author:
Abigail Morrison
FirstVersion:
May 2007
SeeAlso:
Source:/builddir/build/BUILD/nest-simulator-2.16.0/nest-simulator-2.16.0/models/stdp_pl_connection_hom.h