Yanlin Fu

Frequency-specific oscillations track parallel processing of linguistic structural and lexical-semantic information from perception to decision

The ability to perceive linguistic features is essential for language comprehension, yet how our brains dynamically recognize, integrate and process distinct linguistic features is still controversial. Here, we employ magnetoencephalography to examine the spatiotemporal organizat...

Predictive Structure is Distributed Across Depth in EEG Foundation Models

This work investigates a common but insufficiently understood phenomenon in EEG foundation models: intermediate representations often outperform the final layer when pretrained encoders are used as frozen feature extractors. The study disentangles three possible sources of this e...