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

    Click :ref:`here <sphx_glr_download_gallery_plot_synthetic_calcium.py>` to download the full example code
.. rst-class:: sphx-glr-example-title

.. _sphx_glr_gallery_plot_synthetic_calcium.py:


Create synthetic calcium traces
==============================

This is an example of how to create synthetic calcium traces




.. code-block:: python



    from neuroglia.datasets import make_calcium_traces

    calcium = make_calcium_traces(duration=10.0,oscillation=False)
    calcium['traces'].plot()




.. image:: /gallery/images/sphx_glr_plot_synthetic_calcium_001.png
    :class: sphx-glr-single-img




The synthetic spikes that underly the synthetic calcium traces are also
available



.. code-block:: python


    calcium['spikes'].plot()




.. image:: /gallery/images/sphx_glr_plot_synthetic_calcium_002.png
    :class: sphx-glr-single-img




We can also generate synthetic calcium traces where a gamma oscillation
provides an input to the population



.. code-block:: python


    calcium = make_calcium_traces(duration=10.0,oscillation=True)
    calcium['traces'].plot()



.. image:: /gallery/images/sphx_glr_plot_synthetic_calcium_003.png
    :class: sphx-glr-single-img





.. _sphx_glr_download_gallery_plot_synthetic_calcium.py:


.. only :: html

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



  .. container:: sphx-glr-download

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



  .. container:: sphx-glr-download

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


.. only:: html

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

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