:orphan:

Tutorials
=========



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    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="The goal of this example is to show how you can run an open loop simulation and collect the ele...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_run_open_loop_thumb.png
    :alt: Collect data to train your own decoder

  :ref:`sphx_glr_auto_examples_plot_run_open_loop.py`

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      <div class="sphx-glr-thumbnail-title">Collect data to train your own decoder</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The goal of this example is to calculate and plot the Power Spectral Density (PSD) for a given ...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_psd_thumb.png
    :alt: Visualize Power Spectral Density (PSD)

  :ref:`sphx_glr_auto_examples_plot_psd.py`

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      <div class="sphx-glr-thumbnail-title">Visualize Power Spectral Density (PSD)</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The goal of this example is to show the distribution of velocities used to train the model and ...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_behavior_distribution_thumb.png
    :alt: Visualize distribution of velocities

  :ref:`sphx_glr_auto_examples_plot_behavior_distribution.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Visualize distribution of velocities</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The goal of this example is to show the spike rates predicted by the encoder for a given behavi...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_behavior_and_spikes_thumb.png
    :alt: Visualize spike rates for input behavior

  :ref:`sphx_glr_auto_examples_plot_behavior_and_spikes.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Visualize spike rates for input behavior</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The goal of this example is to calculate and plot the inter-spike interval (ISI) for a given ch...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_isi_thumb.png
    :alt: Visualize inter-spike interval (ISI)

  :ref:`sphx_glr_auto_examples_plot_isi.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Visualize inter-spike interval (ISI)</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The goal of this example is to compare the spike rates predicted by the encoder with the spikes...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_predicted_spike_rates_thumb.png
    :alt: Visualize predicted spike rates with generated spikes

  :ref:`sphx_glr_auto_examples_plot_predicted_spike_rates.py`

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      <div class="sphx-glr-thumbnail-title">Visualize predicted spike rates with generated spikes</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="The goal of this example is to display the input behavior aligned with the decoded behavior in ...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_decoded_behavior_thumb.png
    :alt: Visualize the input behavior together with the decoded behavior

  :ref:`sphx_glr_auto_examples_plot_decoded_behavior.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Visualize the input behavior together with the decoded behavior</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the steps required to train and save models for the NDS encoder and de...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_train_encoder_and_decoder_model_thumb.png
    :alt: Train models for the encoder and decoder

  :ref:`sphx_glr_auto_examples_plot_train_encoder_and_decoder_model.py`

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      <div class="sphx-glr-thumbnail-title">Train models for the encoder and decoder</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_run_open_loop
   /auto_examples/plot_psd
   /auto_examples/plot_behavior_distribution
   /auto_examples/plot_behavior_and_spikes
   /auto_examples/plot_isi
   /auto_examples/plot_predicted_spike_rates
   /auto_examples/plot_decoded_behavior
   /auto_examples/plot_train_encoder_and_decoder_model


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


.. only:: html

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

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