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mne-tools / mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
https://mne.tools
BSD 3-Clause "New" or "Revised" License
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Add SSD to the Decoding (MVPA) tutorials #9116

Open vpeterson opened 3 years ago

vpeterson commented 3 years ago

Proposed documentation enhancement

Add an example of how SSD can be used within a machine-learning pipeline. At the moment we have an example on how SSD enhances oscillatory brain activity, but not how it can be integrated within a decoding pipeline. The examples can then be added in the tutorials/machine-learning/plot_sensors_decoding.py, which are the moment SSD is missing there.

My idea is to show how SSD can be beneficial before applying CSP or SPoC. A brief explanation on the formulation of SSD can be added too, as done for CSP.

What do you think @dengemann @larsoner @sappelhoff @drammock ??

drammock commented 3 years ago

sounds like a good plan. If you make that change, will we still need the example anymore? Or will the information be different enough that it makes sense to have 2 separate files?

vpeterson commented 3 years ago

Well, I might check that, since not sure if the data we used for that example will be suitable to show the effect of SSD before decoding.

sounds like a good plan. If you make that change, will we still need the example anymore? Or will the information be different enough that it makes sense to have 2 separate files?