A PRISMA-based survey maps self-supervised learning techniques, brain foundation models, datasets, and evaluation protocols for EEG and related neural signals, including a skeptical review of EEG-to-text decoding.
Anatomical Foundation Models for Brain MRIs,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Bridging Brain with Foundation Models through Self-Supervised Learning
A PRISMA-based survey maps self-supervised learning techniques, brain foundation models, datasets, and evaluation protocols for EEG and related neural signals, including a skeptical review of EEG-to-text decoding.