Notes, experiments, and formal writeups from the research side of the portfolio.
A spiking reservoir computing audit showing that acoustic formants fail to recover semantic axes but succeed in classifying articulatory loci under corrected gloss-based labels.
A reservoir-scale experiment measuring how phonosemantic signal behaves under larger root sets and stronger semantic pressure.
A formal grounding experiment connecting articulatory structure, linguistic roots, and interpretable representational spaces.
A sequence-modeling study around reservoir capacity, stability, and the limits of static phonosemantic baselines.
A theory note on instability, collapse, and equilibrium constraints in spiking systems.