Front-propagation Algorithm: Explainable AI Technique for Extracting Linear Function Approximations from Neural Networks

Javier Viaña

This paper introduces the front-propagation algorithm, a novel eXplainable AI (XAI) technique designed to elucidate the decision-making logic of deep neural networks. Unlike other…