Analysis of recurrent neural networks via property-directed verification of surrogate models

Igor Khmelnitsky, Daniel Neider, Rajarshi Roy 0002, Xuan Xie, Benoît Barbot, Benedikt Bollig, Alain Finkel, Serge Haddad, Martin Leucker, Lina Ye. Analysis of recurrent neural networks via property-directed verification of surrogate models. STTT, 25(3):341-354, June 2023. [doi]

@article{KhmelnitskyNRXBBFHLY23,
  title = {Analysis of recurrent neural networks via property-directed verification of surrogate models},
  author = {Igor Khmelnitsky and Daniel Neider and Rajarshi Roy 0002 and Xuan Xie and Benoît Barbot and Benedikt Bollig and Alain Finkel and Serge Haddad and Martin Leucker and Lina Ye},
  year = {2023},
  month = {June},
  doi = {10.1007/s10009-022-00684-w},
  url = {https://doi.org/10.1007/s10009-022-00684-w},
  researchr = {https://researchr.org/publication/KhmelnitskyNRXBBFHLY23},
  cites = {0},
  citedby = {0},
  journal = {STTT},
  volume = {25},
  number = {3},
  pages = {341-354},
}