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Digital artwork showing a glowing neuron merging with a circuit network, representing Qognetix’s SNUFA 2025 presentation on Hodgkin–Huxley computation and universal approximation.

Qognetix Presents Breakthrough Hodgkin–Huxley Research at SNUFA 2025

Qognetix has been selected to present its latest research at SNUFA 2025, showcasing how full Hodgkin–Huxley neurons can perform real-time computation on standard hardware. The presentation reveals the team’s biophysically faithful Engine, bridging neuroscience and computation to demonstrate universal approximation through physics, not abstraction—a key milestone toward truly synthetic intelligence.

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