Upstream Registry

This repo can reuse upstream work aggressively, but license and access status must be explicit before code, weights, or data are copied.

Asset	Role	Status
TRIBE v2	Stimulus/video/audio/language -> fMRI baseline	CC BY-NC reference; local tribe_style is clean-room approximation only
BrainVista	Naturalistic fMRI next-token baseline	Verify code/weights license before reuse
Brain-OF	fMRI/EEG/MEG foundation baseline, main boss fight	Verify code/weights license before reuse
BrainOmni	EEG/MEG tokenizer/model baseline	Verify code/weights license before reuse
Brain Harmony	Structure + function token baseline	Verify code/weights license before reuse
Mamba	SSM baseline/core candidate	Pin upstream commit before vendoring
NDT3	Spike/population dynamics baseline	Pin upstream commit and license
Neuroformer	Spike transformer baseline	Pin upstream commit and license
CEBRA	Representation baseline	Apache-2.0 for recent versions; track patent notes
BrainLM	fMRI baseline/reference	Restricted CC BY-NC-ND; research-only adapter
SpikingJelly	SNN tooling	Custom license; quarantine adapter

Restricted assets must live behind adapters and cannot become required for open benchmark reproduction.