2025-01-18 · AI & future work

Using a custom Transformer with only 21s of fMRI data, researchers predict brain states 5s ahead with 0.997 correlation. Short sequences suffice to capture functional connectivity, enabling accurate short-term forecasts and potential use in time-limited clinical scans.

[https://arxiv.org/abs/2412.19814](https://arxiv.org/abs/2412.19814)

1. [Predicting Human Brain States with Transformer](https://arxiv.org/abs/2412.19814)