Scripts for the #101nights project, during the first Brainhack Network.
Website | Data | Slack channel (to join the Brainhack Slack click here)
✔️ read the brain waves data (MNE Python)
✔️ extract and format all the dreams (dream.txt)
✔️ extract and format all daily logs (daily-logs.txt)
✔️ read XMLs for the "incepted" messages
✔️ artifacts rejection & sensor interpolation (autoreject)
✔️ parse triggers from the EEG recordings
✔️ semantic modeling of dreams (word2vec)
✔️ sleep stages inference (AutoSleepScorer)
✔️ hierarchical block (cluster-topic) modeling of dreams (abstractology)
✔️ test effect of "incepted" messages on the content of dreams (tips: use cosine distance or n_similarity)
✔️ extract functional brain networks at scalp level
🔜 get to the source level using MRI data
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