2 papers
cs.HC2026
Towards fNIRS foundation models: A curated corpus of 67 public datasets with channel positions in MNI space
Santiago Posso-Murillo
Brain foundation models have transformed medical artificial intelligence and computational neuroscience by reducing the reliance on task-specific data through large-scale pretraini…
cs.HC2026
Towards semantic reconstruction of individual words from fnirs using clip loss
Santiago Posso-Murillo, Nathan Palladino, Ben Pyykkonen +4
Semantic reconstruction maps neural activity to a word-embedding space, recovering the meaning of a perceived word instead of selecting it from a fixed vocabulary. Functional near-…