.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/aeif_cond_beta_multisynapse.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_auto_examples_aeif_cond_beta_multisynapse.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_aeif_cond_beta_multisynapse.py:


Example of an AEIF neuron with multiple synaptic rise and decay time constants
------------------------------------------------------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 27-60

.. code-block:: default


    import nest
    import numpy as np
    import matplotlib.pyplot as plt

    neuron = nest.Create('aeif_cond_beta_multisynapse')
    nest.SetStatus(neuron, {"V_peak": 0.0, "a": 4.0, "b": 80.5})
    nest.SetStatus(neuron, {'E_rev': [0.0, 0.0, 0.0, -85.0],
                            'tau_decay': [50.0, 20.0, 20.0, 20.0],
                            'tau_rise': [10.0, 10.0, 1.0, 1.0]})

    spike = nest.Create('spike_generator', params={'spike_times':
                                                   np.array([10.0])})

    voltmeter = nest.Create('voltmeter')

    delays = [1.0, 300.0, 500.0, 700.0]
    w = [1.0, 1.0, 1.0, 1.0]
    for syn in range(4):
        nest.Connect(spike, neuron, syn_spec={'synapse_model': 'static_synapse',
                                              'receptor_type': 1 + syn,
                                              'weight': w[syn],
                                              'delay': delays[syn]})

    nest.Connect(voltmeter, neuron)

    nest.Simulate(1000.0)

    Vms = voltmeter.get("events", "V_m")
    ts = voltmeter.get("events", "times")

    plt.plot(ts, Vms)
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  0.000 seconds)


.. _sphx_glr_download_auto_examples_aeif_cond_beta_multisynapse.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example


    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: aeif_cond_beta_multisynapse.py <aeif_cond_beta_multisynapse.py>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: aeif_cond_beta_multisynapse.ipynb <aeif_cond_beta_multisynapse.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_