Applied Projects#
Self-contained projects using recorded EEG and observed participant metadata. Age, sex and p-factor projects select six ds005505 resting-state participants (approximately 595.8 MB of signal files) and evaluate at participant level. The clinical summary uses metadata only. P300 transfer uses recorded oddball events. The eyes-open/closed CNN project trains ShallowFBCSPNet within one ds005514 participant (about 90 MB) using block-wise train/test splits. Set EEGDASH_CACHE_DIR to reuse acquisitions. These small selected cohorts demonstrate analysis workflows, not clinical or population claims.
Predict observed age (years) from real EEG features
Eyes open vs. closed from one participant with ShallowFBCSPNet
Familiar vs unfamiliar faces with EEGPrep and ShallowFBCSPNet
P300 transfer between participants with MMD adaptation
Regress observed p-factor with a neural EEG decoder
