ClandininLab / brainsss2

refactor of the brainsss repo for 2-photon imaging analysis
MIT License
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Perform behavioral prediction analysis and add to report #11

Closed poldrack closed 2 years ago

poldrack commented 2 years ago

The accuracy of movement prediction from neural signals could be a useful quality control measure. a first pass was implemented in notebooks/movement_decoding.ipynb - this should be converted to a script and included in workflow.

poldrack commented 2 years ago

tested this out. I found that while the in-sample models could fit well, at least for the one example fly the out-of-sample prediction accuracy was basically zero. happy to revisit if we can find a better thing to predict or a model that we expect to work.