Research

Researching persistence without simplifying identity.

Every program is organized around measurable states, explicit uncertainty, reproducible validation, and traceable provenance.

Code: NSR-17
Status: Active
Area: Neural State Reconstruction
Lead: Computational Neuroscience

Dynamic Reconstruction studies how a time-dependent cognitive state can be inferred from incomplete multimodal measurements. The program separates structural constraints from transient activity and estimates the state trajectories most consistent with observed neural, behavioral, linguistic, and affective signals.

Code: NSR-21
Status: Active
Area: Neural State Reconstruction
Lead: Longitudinal Modeling

Longitudinal State Comparison examines how validated cognitive states change across repeated sessions separated by hours, months, or years.

Code: NSR-26
Status: Experimental
Area: Neural State Reconstruction
Lead: Inference Systems

Sparse Acquisition Recovery investigates whether missing or low-confidence acquisition channels can be reconstructed from correlated measurements without overstating certainty.