Yvon Gauthier, Arithmetical Logic for AI Deep Learning, International Journal of Soft Computing, Volume 13,Issue 1, 2018, Pages 31-36, ISSN 1816-9503, ijscomp.2018.31.36, (https://makhillpublications.co/view-article.php?doi=ijscomp.2018.31.36) Abstract: A logico-mathematical foundation for deep learning in artificial intelligence is proposed using Kronecker’s theory of homogeneous polynomials and Hensel’s lifting lemma in modular arithmetic. It is suggested that such a foundation is appropriate for the multileveled architec tures of deep learning scenarios in artificial intelligence. Keywords: Polynomial modular logic;modular arithmetic;Kronecker’s theory of forms;Hen-sel’s lifting lemma;foundation;homogeneous