Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets

Juan Antonio Pérez-Ortiz, Felix A. Gers, Douglas Eck, Jürgen Schmidhuber. Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets. Neural Networks, 16(2):241-250, 2003. [doi]

@article{Perez-OrtizGES03,
  title = {Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets},
  author = {Juan Antonio Pérez-Ortiz and Felix A. Gers and Douglas Eck and Jürgen Schmidhuber},
  year = {2003},
  doi = {10.1016/S0893-6080(02)00219-8},
  url = {http://dx.doi.org/10.1016/S0893-6080(02)00219-8},
  researchr = {https://researchr.org/publication/Perez-OrtizGES03},
  cites = {0},
  citedby = {0},
  journal = {Neural Networks},
  volume = {16},
  number = {2},
  pages = {241-250},
}