mne-incubator
mne-incubator copied to clipboard
WIP: Add tsDSS
@drammock FYI I'm working on implementing tsDSS. My plan is:
- [x] Reformulate existing DSS code to use the same nomenclature from the AdC/Simon paper (@drammock feel free to look/confirm I did this properly so far)
- [x] Reformulate to prefer
mne.compute_whitener
for the whitening step, since it's careful about channel scalings, projectors, etc. (and just using_pca
will not be) - [x] Change the example to use the filtered data (faster)
- [x] Extend the DSS calculation to be time-shift capable (tsDSS)
- [x] Add simulation/array example from the paper