Divyesh Narayanan

More SSL Techniques

3

I know that TIDNet and the RP SSL have already been implemented. There are others in this [repo](https://github.com/zacharycbrown/ssl_baselines_for_biosignal_feature_extraction) that can be extended to braindecode I think.

Visualisation for the Models

6

I think having some sort of visualization representation of the models either in the doc or somewhere else could be helpful for people coming across them for the first time...

Benchmark function

1

@sylvchev I added an extra print statement after the debug log of the datasets so that it can be visible in the usual output as well as being logged. Let...

Adding state-of-the-art Pipelines

3

Adding this issue for a thread for following up on the discussion in the office hours to add more of the SOTA pipelines.

For example for this [page](https://neurotechx.github.io/moabb/generated/moabb.evaluations.WithinSessionEvaluation.html#moabb.evaluations.WithinSessionEvaluation) the Github source leads to [Not found](https://github.com/NeuroTechX/moabb/evaluations/evaluations.py#L29-L321) while it should go to [Source](https://github.com/NeuroTechX/moabb/blob/develop/moabb/evaluations/evaluations.py#L29-L321)

Creating a Global Benchmarking Pipeline and Results Page

5

This sort of is a continuation to #6 to get the global comparisons of the different algorithms on all the datasets. This [comment](https://github.com/NeuroTechX/moabb/issues/6#issuecomment-306732696) gives the one of the possibilities -...

Including different paradigms and accounting for variations

1

Any steps necessary to including the ability to handle other paradigms including extensions to different forms of ERPs? Should any measures be done to also indicate variations in the experimental...

How was the performance of the code in real-life condition on your micromouse in the competition? Were there any hitches?

Adding cross frequency coupling connectivity measure

7

#### Describe the problem Adding cross-frequency coupling as a connectivity measure. Between channels for single epoch type. #### Describe your solution Found this while searching for existing implementations - https://github.com/mne-tools/mne-sandbox/blob/master/examples/connectivity/plot_pac.py

[DOC] Example for spectral connectivity methods comparing epochs and time

28

PR Description -------------- Closes #70 . Example showing difference between spectral_connectivity_epochs and spectral_connectivity_time Merge checklist --------------- Maintainer, please confirm the following before merging: - [ ] All comments resolved -...