Interpretability of Recurrent Neural Networks Trained on Regular Languages

Christian Oliva, Luis F. Lago-Fernández. Interpretability of Recurrent Neural Networks Trained on Regular Languages. In Ignacio Rojas, Gonzalo Joya, Andreu Català, editors, Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II. Volume 11507 of Lecture Notes in Computer Science, pages 14-25, Springer, 2019. [doi]

@inproceedings{OlivaL19,
  title = {Interpretability of Recurrent Neural Networks Trained on Regular Languages},
  author = {Christian Oliva and Luis F. Lago-Fernández},
  year = {2019},
  doi = {10.1007/978-3-030-20518-8_2},
  url = {https://doi.org/10.1007/978-3-030-20518-8_2},
  researchr = {https://researchr.org/publication/OlivaL19},
  cites = {0},
  citedby = {0},
  pages = {14-25},
  booktitle = {Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II},
  editor = {Ignacio Rojas and Gonzalo Joya and Andreu Català},
  volume = {11507},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-20518-8},
}