Neuro-symbolic representation of logic programs defining infinite sets

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Abstract

It has been one of the great challenges of neuro-symbolic integration to represent recursive logic programs using neural networks of finite size. In this paper, we propose to implement neural networks that can process recursive programs viewed as inductive definitions. © 2010 Springer-Verlag Berlin Heidelberg.

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Komendantskaya, E., Broda, K., & Garcez, A. D. A. (2010). Neuro-symbolic representation of logic programs defining infinite sets. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6352 LNCS, pp. 301–304). https://doi.org/10.1007/978-3-642-15819-3_39

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