Multimodal

[celikbasak]

Overview

Offline analysis of multimodal fusion & Add visualize eye data method

Ticket

https://www.pivotaltracker.com/story/show/185036543
https://www.pivotaltracker.com/story/show/182667460

Contributions

• Initial version of the gaze model is completed. Model is trained & validated with all multimodal subjects' data.
• Gaze reshaper, triggers, and model refinement.
• Updates in offline_analysis to include both EEG and gaze analyses.
• Visualization for gaze inquiries and gaze model are completed.

Test

• Unit tests for Signal module passed.
• Unit tests for Helpers module passed, with the exception of load_raw_data in some modules needs to be updated (missing 1 positional argument after the multimodal update).
• Offline analysis completed for all (N=20) Multimodal subjects.

Documentation

• Are documentation updates required? In-line, README, or documentation? Verify the updates you did here. Documentation not updated yet!

Changelog

• CHANGELOG.md is updated

[lawhead]

It would be good to get this merged with 2.0.0rc4 and make branches from that for continued work. I think with the latest commits this is okay to merge.

[celikbasak]

It would be good to get this merged with 2.0.0rc4 and make branches from that for continued work. I think with the latest commits this is okay to merge.

Thank you Matt! I agree, I also merged the most recent rc4 commits into this branch. I don't think it has any conflicts left with rc4. @tab-cmd could you please have a look at the current status of this PR?

[tab-cmd]

I think this is ready to go. A few cleanup items and suggestions that could become tickets / addressed by others. My major concern is about the integration tests. Please ensure they still work for the EEG model!