Extracting Logic Programs from Artificial Neural Networks

@inproceedings{Lehmann2005ExtractingLP,
  title={Extracting Logic Programs from Artificial Neural Networks},
  author={Jens Lehmann and Steffen H{\"o}lldobler},
  year={2005}
}
This document is essentially divided in two parts, where different methods are presented for extracting knowledge from an aritificial neural network representing an immediate consequence operator. In the first part we investigate the relationship between neurosymbolic integration (in particular the extraction of a logic program from a neural network) and inductive logic programming from a practical point of view. After a general introduction to the foundations of ILP, the task of extraction of… CONTINUE READING

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