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Towards a reconciliation between reasoning and learning-a position paper

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2026 1

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A Sugeno Integral View of Binarized Neural Network Inference

cs.AI · 2026-04-20 · unverdicted · novelty 6.0

Binarized neural network neuron threshold tests and last-layer scores can be equivalently expressed as Sugeno integrals on binary inputs, yielding explicit set-function and rule-based representations.

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  • A Sugeno Integral View of Binarized Neural Network Inference cs.AI · 2026-04-20 · unverdicted · none · ref 31

    Binarized neural network neuron threshold tests and last-layer scores can be equivalently expressed as Sugeno integrals on binary inputs, yielding explicit set-function and rule-based representations.