stdp_pl_synapse_hom

Command: stdp_pl_synapse_hom


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

Author
Abigail Morrison
Transmits
SpikeEvent

References

[1] Morrison et al. (2007) Spike-timing dependent plasticity in balanced
random networks. Neural Computation.

File
models/stdp_pl_connection_hom.h
Remarks

The parameters can only be set by SetDefaults and apply to all synapses of the model.