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Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks
Deep spiking ResNets preserve cortical-like functional connectivity where rare, coordinated 1FC ensemble cofiring reliably predicts downstream responses via ReLU-like scaling, encodes class identity, and breaks under adversarial perturbation and weight permutation.
Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026
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