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.
A comprehensive review of binary neural network.Artificial Intelligence Review, 56(11):12949–13013, 2023
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A Sugeno Integral View of Binarized Neural Network Inference
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.