Loading signal
Preparing the next layer of the atlas.
research
A living map of the questions I keep returning to: neural dynamics, dataset reuse, source-level data thinking, naturalistic-video brain encoding, quantum-inspired interfaces, and scientific systems that preserve context from raw signal to interpretation.
The moving nodes mirror how these interests tend to exist in my head: separate ideas until they collide, exchange energy, and become a larger research direction.
Model inhibition as a dynamical systems problem linking neural state, behavior, and intervention.
Build brain encoding models for naturalistic video and content, then score them on region-specific, noise-ceiling-normalized, control-matched prediction behind preregistered gates rather than aggregate correlation.
Build search systems that retrieve reusable experiments, not just documents or metadata.
Rethink limited neural datasets by generating useful variation from the structure already present in the signal.