⏳ First load: The models (~420MB combined) may take 1–2 minutes to load on Hugging Face's free infrastructure. This is a research demo running on donated compute. Subsequent analyses will be faster.

RESEARCH TRACK

PHASE 1

Bio-Electric Foundation

Hodgkin–Huxley, LIF neuron models, visual stream mapping against CNN feature hierarchies.

PHASE 2

Computational Principles

Sparse coding, STDP learning rules, Hopfield networks, place cell representations.

PHASE 3

Cognition & Synthesis

Language processing, mechanistic interpretability, BCI neural signal decoder capstone.