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cs.AI2023
Neural Network-Based Rule Models With Truth Tables
Adrien Benamira, Tristan Guérand, Thomas Peyrin +1
Understanding the decision-making process of a machine/deep learning model is crucial, particularly in security-sensitive applications. In this study, we introduce a neural network…
cs.AI2022
A Scalable, Interpretable, Verifiable & Differentiable Logic Gate Convolutional Neural Network Architecture From Truth Tables
Adrien Benamira, Tristan Guérand, Thomas Peyrin +2
We propose ruth able net (net), a novel Convolutional Neural Network (CNN) architecture that addresses, by design, the open challenges of in…