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Embodied Neurocomputation: A Framework for Interfacing Biological Neural Cultures with Scaled Task-Driven Validation

The Embodied Neurocomputation framework optimizes biological neural network encoding for closed-loop navigation, identifying 12 configurations that outperform silicon DQN agents under identical interaction budgets.

Johnson Zhou, Daniel Tanneberg, Forough Habibollahi, Alon Loeffler and 11 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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strict 1/5