A transformer predicts the next fMRI brain state and accurately forecasts about 5.04 seconds of future activity from 21.6 seconds of resting-state data, while longer synthetic sequences preserve functional connectivity.
Neuroimage, 2016
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.NC 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Predicting Human Brain States with Transformer
A transformer predicts the next fMRI brain state and accurately forecasts about 5.04 seconds of future activity from 21.6 seconds of resting-state data, while longer synthetic sequences preserve functional connectivity.