.. _sphx_glr_auto_examples_ERP:

Classification of ERP
---------------------

Using Riemannian geometry for classifying event-related potentials (ERP).



.. raw:: html

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


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Riemannian embeddings via Laplacian Eigenmaps (LE) and Locally Linear Embedding (LLE) of a set ...">

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  .. image:: /auto_examples/ERP/images/thumb/sphx_glr_plot_embedding_MEG_thumb.png
    :alt: Embedding ERP MEG data in 2D Euclidean space

  :ref:`sphx_glr_auto_examples_ERP_plot_embedding_MEG.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Embedding ERP MEG data in 2D Euclidean space</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Different ways to display a multichannel event-related potential (ERP).">

.. only:: html

  .. image:: /auto_examples/ERP/images/thumb/sphx_glr_plot_ERP_thumb.png
    :alt: Display ERP

  :ref:`sphx_glr_auto_examples_ERP_plot_ERP.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Display ERP</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Decoding applied to EEG data in sensor space decomposed using Xdawn. After spatial filtering, c...">

.. only:: html

  .. image:: /auto_examples/ERP/images/thumb/sphx_glr_plot_classify_EEG_tangentspace_thumb.png
    :alt: ERP EEG decoding in Tangent space.

  :ref:`sphx_glr_auto_examples_ERP_plot_classify_EEG_tangentspace.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">ERP EEG decoding in Tangent space.</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Decoding applied to MEG data in sensor space decomposed using Xdawn. After spatial filtering, c...">

.. only:: html

  .. image:: /auto_examples/ERP/images/thumb/sphx_glr_plot_classify_MEG_mdm_thumb.png
    :alt: Multiclass MEG ERP Decoding

  :ref:`sphx_glr_auto_examples_ERP_plot_classify_MEG_mdm.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Multiclass MEG ERP Decoding</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/ERP/plot_embedding_MEG
   /auto_examples/ERP/plot_ERP
   /auto_examples/ERP/plot_classify_EEG_tangentspace
   /auto_examples/ERP/plot_classify_MEG_mdm