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  1. Standards and Formats/

BIDS

BIDS (Brain Imaging Data Structure) defines directory layouts, naming conventions, and JSON sidecar metadata for neuroimaging datasets. Increasingly extended to other modalities (EEG, MEG, PET, microscopy, stimuli via Stim-BIDS). The entity-labeled path structure (sub-01/ses-01/func/) is a key influence on vault organization patterns.

Annotation Garden

An initiative providing open infrastructure for collaborative annotation of stimuli used in neuroscience research. Uses git branches as stackable annotation layers, BIDS/HED standards for interoperability, and AI-accelerated annotation generation with human refinement. Directly relevant to ReproStim-captured audio/video stimuli and generalizable to any experiment with media needing temporal annotation.