RESEARCH

Represent. Model. Inspire. Modulate.

We investigate how distributed brain activity gives rise to cognition and behavior, build transferable models of brain signals, and connect these insights to adaptive AI and real-time interaction with the brain.

01 · Neural Representation & Whole-Brain Dynamics

Large-scale brain network modeling, neural decoding, naturalistic neuroscience, and individual differences.

02 · Brain Foundation Models

General-purpose representations for fMRI, EEG, and multimodal signals through self-supervised and transferable learning.

03 · Brain-Inspired Adaptive Intelligence

Neural principles for continual learning, compositionality, efficient attention, and adaptive computation.

04 · Closed-Loop NeuroAI

BCI, real-time decoding, neurofeedback, and neuromodulation to examine changes in neural activity and behavior.

Methods & experimental platforms

The approaches below connect these four research directions.