Deep Stochastic Logic Gate Networks
This paper introduces a novel regularization approach aimed at improving generalization performance by perturbing deterministic logical expressions. We incorporate logical inference into deep neural networks using logic gates and propose stochastic sampling to select appropriate logic gates from a p...
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| Format: | Article |
| Language: | English |
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IEEE
2023-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10301592/ |