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LogicalCharacterizationsofGNNswithMeanAg- gregation.Proceedings of the AAAI Conference on Artificial Intelligence, 40(30):25218– 25225, Mar

MoritzSchönherrandCarstenLutz · 2026 · DOI 10.1609/aaai.v40i30.39713

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Neural networks as fuzzy logic formulas

cs.LO · 2026-05-04 · unverdicted · novelty 6.0 · 2 refs

Rational-weight ReLU neural networks and generalized polynomial rings are characterized as formulas in RPL, RPL(⊙)≤1, and fragments of LΠ1/2 logic.

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  • Neural networks as fuzzy logic formulas cs.LO · 2026-05-04 · unverdicted · none · ref 31 · 2 links

    Rational-weight ReLU neural networks and generalized polynomial rings are characterized as formulas in RPL, RPL(⊙)≤1, and fragments of LΠ1/2 logic.