Research
Research
Across ultrasound neuromodulation, latent causality, and decision-making under uncertainty, my lab treats the brain as a dynamical, energy-consuming system. We build theory and algorithms, validate them with neural data, and translate them into interventions that steer state trajectories predictably.
State-aware neuromodulation
Latent causality
Decision under uncertainty
Current focus
- • Closed-loop ultrasound neuromodulation
- • State-aware models of responsiveness
- • Energetic costs of neural computation
Approach
Theory → algorithms → devices → human neurophysiology.
Episodes
Audio walkthroughs of current papers and experiments.
Research thrusts
Three coordinated lines of work drawn directly from our research statement.
Selected reprints
Highlighted papers and preprints referenced in the thrusts.