stdp_triplet_synapse
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stdp_triplet_synapse - Synapse type with triplet spike-timing dependent plasticity

Description
+++++++++++

A connection with spike time dependent plasticity accounting for spike triplet effects (as defined in [1]_).

Nearest-neighbour variant of pre- and postsynaptic spike coupling.


References
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.. [1] Pfister JP, Gerstner W (2006). Triplets of spikes in a model
       of spike timing-dependent plasticity.  The Journal of Neuroscience
       26(38):9673-9682. DOI: https://doi.org/10.1523/JNEUROSCI.1425-06.2006



Parameters
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.. csv-table::
    :header: "Name", "Physical unit", "Default value", "Description"
    :widths: auto

    
    "d", "ms", "1ms", "Synaptic transmission delay"    
    "tau_plus", "ms", "16.8ms", "time constant for tr_r1"    
    "tau_x", "ms", "101ms", "time constant for tr_r2"    
    "tau_minus", "ms", "33.7ms", "time constant for tr_o1"    
    "tau_y", "ms", "125ms", "time constant for tr_o2"    
    "A2_plus", "real", "7.5e-10", ""    
    "A3_plus", "real", "0.0093", ""    
    "A2_minus", "real", "0.007", ""    
    "A3_minus", "real", "0.00023", ""    
    "Wmax", "nS", "100nS", ""    
    "Wmin", "nS", "0nS", ""


State variables
+++++++++++++++

.. csv-table::
    :header: "Name", "Physical unit", "Default value", "Description"
    :widths: auto

    
    "w", "nS", "1nS", "Synaptic weight"    
    "tr_r1", "real", "0.0", ""    
    "tr_r2", "real", "0.0", ""    
    "tr_o1", "real", "0.0", ""    
    "tr_o2", "real", "0.0", ""
Source code
+++++++++++

The model source code can be found in the NESTML models repository here: `stdp_triplet_synapse <https://github.com/nest/nestml/tree/main/models/synapses/stdp_triplet_synapse.nestml>`_.


.. include:: stdp_triplet_synapse_characterisation.rst


.. footer::

   Generated at 2024-05-22 14:51:14.677173