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[WIP] Examples for time frequency analysis on SourceEstimates #6673

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@DiGyt DiGyt commented Aug 18, 2019

Reference issue

Part of GSoC: TFR in Source Space Project (See: Issue #6290 ).

What does this implement/fix?

Add examples on how to compute time frequency analysis in source space,
using functions from mne.time_frequency and SourceEstimates.

Additional information

This branch is forked from DiGyt:plot_source_tfr (PR #6672),
and therefore should be merged after PR #6672 (and PR #6629).

DiGyt added 30 commits June 6, 2019 14:36
Added Basic SourceTFR structure and Text

Signed-off-by: Dirk Gütlin <[email protected]>
Added Basic SourceTFR structure and Text

Signed-off-by: Dirk Gütlin <[email protected]>
Added basic tests to load VectorSourceEstimate into tfr_multitaper

Signed-off-by: Dirk Gütlin <[email protected]>
added tests for sourceTFR

Signed-off-by: Dirk Gütlin <[email protected]>
First steps to read SourceEstimates into multitapers

Signed-off-by: Dirk Gütlin <[email protected]>
tfr_multitaper now takes VectorSourceEstimates without error
tests were introduced to check whether it works

Signed-off-by: Dirk Gütlin <[email protected]>
updated computing tfr funcs with Source TFR
updated tests for this

Signed-off-by: Dirk Gütlin <[email protected]>
- updated source tfr
- added tests

Signed-off-by: Dirk Gütlin <[email protected]>
Signed-off-by: Dirk Gütlin <[email protected]>

# Conflicts:
#	mne/time_frequency/multitaper.py
added tests four SourceTFR

Signed-off-by: Dirk Gütlin <[email protected]>
Signed-off-by: Dirk Gütlin <[email protected]>
- Added tests
- Removed redundant calls in source_tfr.py

Signed-off-by: Dirk Gütlin <[email protected]>
cleaned up tfr and multitaper

Signed-off-by: Dirk Gütlin <[email protected]>
..to master level

Signed-off-by: Dirk Gütlin <[email protected]>
- introduced coverage for different cases of parameters

Signed-off-by: Dirk Gütlin <[email protected]>
- made functions accessible to SourceEstimates
- introduced tests for checking
- made sure data is produced correctly

Signed-off-by: Dirk Gütlin <[email protected]>
Signed-off-by: Dirk Gütlin <[email protected]>
- lists/generators/single stcs
- average
- itc
- power/ complex

Signed-off-by: Dirk Gütlin <[email protected]>
Signed-off-by: Dirk Gütlin <[email protected]>
also reverted _get_data

Signed-off-by: Dirk Gütlin <[email protected]>
in order to pass build docsa
...and removed the old one
# Conflicts:
#	doc/changes/latest.inc
... since the somato data set lacks a volume inverse operator, or the trans file to create one
also restructured the example a little bit
# Conflicts:
#	doc/changes/latest.inc
Base automatically changed from master to main January 23, 2021 18:26
@DiGyt DiGyt closed this Feb 22, 2021
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DiGyt commented Feb 22, 2021

Closed: See Issue #6290

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3 participants