.. _sphx_glr_auto_examples_sns:

Sensor Noise Suppression
------------------------

Examples of Sensor Noise Suppression on NumPy and MNE data, followed by
deterministic demonstrations of the algorithm's assumptions and diagnostics.


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  <div id='sg-tag-list' class='sphx-glr-tag-list'></div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example adds independent sensor noise to a spatially redundant signal, fits SNS, and applies the same workflow to an MNE Raw object.">

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  .. image:: /auto_examples/sns/images/thumb/sphx_glr_plot_01_sns_basics_thumb.png
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  :doc:`/auto_examples/sns/plot_01_sns_basics`

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      <div class="sphx-glr-thumbnail-title">Basic Sensor Noise Suppression</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Deterministic simulations illustrate when SNS works: spatially redundant signals can be regenerated, independent sensor noise is attenuated, robust fitting limits the influence of brief glitches, and successive passes make progressively smaller changes.">

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  .. image:: /auto_examples/sns/images/thumb/sphx_glr_plot_02_algorithm_properties_thumb.png
    :alt:

  :doc:`/auto_examples/sns/plot_02_algorithm_properties`

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      <div class="sphx-glr-thumbnail-title">SNS assumptions and diagnostics</div>
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.. toctree::
   :hidden:

   /auto_examples/sns/plot_01_sns_basics
   /auto_examples/sns/plot_02_algorithm_properties