Skip to content

Commit

Permalink
DOC: whitening [skip travis]
Browse files Browse the repository at this point in the history
  • Loading branch information
larsoner committed Sep 9, 2020
1 parent eb02714 commit 5988943
Show file tree
Hide file tree
Showing 2 changed files with 13 additions and 1 deletion.
11 changes: 11 additions & 0 deletions doc/glossary.rst
Original file line number Diff line number Diff line change
Expand Up @@ -286,6 +286,17 @@ general neuroimaging concepts. If you think a term is missing, please consider
A coordinate frame affine transformation, usually between the Neuromag head
coordinate frame and the MRI Surface RAS coordinate frame used by Freesurfer.

whitening
A linear operation that transforms data with a known covariance
structure into "whitened data" which has a covariance structure that
is the identity matrix (i.e., it creates virtual channels that are
uncorrelated and have unit variance).

The term "whitening" comes from the fact that light with a flat
frequency spectrum in the visible range is white, whereas
non-uniform frequency spectra lead to perception of different colors
(e.g., "pink noise" has a ``1/f`` characteristic, which for visible
light would appear pink).

.. LINKS
Expand Down
3 changes: 2 additions & 1 deletion tutorials/evoked/plot_whitened.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,8 @@
Plotting whitened data
======================
This tutorial demonstrates how to plot whitened evoked data.
This tutorial demonstrates how to plot :term:`whitened <whitening>` evoked
data.
Data are whitened for many processes, including dipole fitting, source
localization and some decoding algorithms. Viewing whitened data thus gives
Expand Down

0 comments on commit 5988943

Please sign in to comment.