.. _sphx_glr_auto_examples_bss_cca:

Reference-free BSS-CCA
----------------------

Examples of reference-free BSS-CCA muscle-artifact attenuation on NumPy and
MNE data, followed by deterministic demonstrations of the algorithm's
assumptions, diagnostics, and failure modes.


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    <div class="sphx-glr-thumbcontainer" tooltip="This example mixes narrow-band neural sources with broadband muscle sources, attenuates the muscle activity with BSS-CCA, and then runs the same workflow on an MNE Raw object.">

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  .. image:: /auto_examples/bss_cca/images/thumb/sphx_glr_plot_01_bss_cca_basics_thumb.png
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  :doc:`/auto_examples/bss_cca/plot_01_bss_cca_basics`

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      <div class="sphx-glr-thumbnail-title">Basic reference-free BSS-CCA</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="A deterministic, synthetic demonstration of what BSS-CCA does and where it breaks. This is not a replication of any published experiment — every signal here is simulated, and the numbers depend on the simulation. For the paper-oriented experiments see scripts/replicate_declercq_paper.py.">

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  .. image:: /auto_examples/bss_cca/images/thumb/sphx_glr_plot_02_bss_cca_properties_thumb.png
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  :doc:`/auto_examples/bss_cca/plot_02_bss_cca_properties`

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      <div class="sphx-glr-thumbnail-title">BSS-CCA algorithm properties</div>
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.. toctree::
   :hidden:

   /auto_examples/bss_cca/plot_01_bss_cca_basics
   /auto_examples/bss_cca/plot_02_bss_cca_properties