Publications of year 1994

Articles in journal or book chapters

• Tom Heskes. On Fokker-Planck approximations of on-line learning processes. Journal of Physics A, 27:5145-5160, 1994.
  

  @ARTICLE{hes93f,
  AUTHOR = {Tom Heskes},
  YEAR = 1994,
  TITLE = {On {F}okker-{P}lanck approximations of on-line learning processes},
  JOURNAL = {Journal of Physics A},
  VOLUME = 27,
  PAGES = {5145-5160},
  URL = {http://dx.doi.org/10.1088/0305-4470/27/15/015},
  PS = {http://www.snn.ru.nl/reports/Heskes.fokkerplanck.ps.gz} 
  }
  

• Wim Wiegerinck and Tom Heskes. On-line learning with time-correlated patterns. Europhysics Letters, 28:451-455, 1994.
  

  @ARTICLE{wie94b,
  AUTHOR = {Wim Wiegerinck and Tom Heskes},
  YEAR = 1994,
  TITLE = {On-line learning with time-correlated patterns},
  JOURNAL = {Europhysics Letters},
  VOLUME = 28,
  PAGES = {451-455},
  PS = {http://www.snn.ru.nl/reports/Wiegerinck.2.ps.gz} 
  }
  

• Wim Wiegerinck, Andrzej Komoda, and Tom Heskes. Stochastic dynamics of learning with momentum in neural networks. Journal of Physics A, 27:4425-4437, 1994.
  

  @ARTICLE{wie94,
  AUTHOR = {Wim Wiegerinck and Andrzej Komoda and Tom Heskes},
  YEAR = 1994,
  TITLE = {Stochastic dynamics of learning with momentum in neural networks},
  JOURNAL = {Journal of Physics A},
  VOLUME = 27,
  PAGES = {4425-4437},
  URL = {http://dx.doi.org/10.1088/0305-4470/27/13/017} 
  }
  

Conference articles

• Tom Heskes. Stochastics of on-line backpropagation. In Proceedings of the European Symposium on Artificial Neural Networks '94, pages 223-228, 1994.
  

  @INPROCEEDINGS{hes93e,
  AUTHOR = {Tom Heskes},
  YEAR = 1994,
  TITLE = {Stochastics of on-line backpropagation},
  BOOKTITLE = {Proceedings of the European Symposium on Artificial Neural Networks '94},
  PAGES = {223-228},
  PS = {http://www.cs.ru.nl/~tomh/techreports/heskes94stochastics.ps},
  PDF = {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es1994-536-S.pdf} 
  }
  

• Tom Heskes, Wim Wiegerinck, and Andrzej Komoda. Scaling properties of on-line learning with momentum. In Proceedings of the IEEE-IJCNN '94, pages 508-512, 1994.
  

  @INPROCEEDINGS{hes93g,
  AUTHOR = {Tom Heskes and Wim Wiegerinck and Andrzej Komoda},
  YEAR = 1994,
  TITLE = {Scaling properties of on-line learning with momentum},
  BOOKTITLE = {Proceedings of the IEEE-IJCNN '94},
  PAGES = {508-512},
  URL = {http://dx.doi.org/10.1109/ICNN.1994.374215} 
  }
  

• Wim Wiegerinck, Andrzej Komoda, and Tom Heskes. On-line learning with momentum for nonlinear learning rules. In M. Marinaro and G. Morasso, editors, ICANN'94: Proceedings of the International Conference on Artificial Neural Networks, Sorrento, Italy, volume 1, London, pages 775-778, 1994. Springer-Verlag.
  

  @INPROCEEDINGS{wie93,
  AUTHOR = {Wim Wiegerinck and Andrzej Komoda and Tom Heskes},
  YEAR = 1994,
  TITLE = {On-line learning with momentum for nonlinear learning rules},
  BOOKTITLE = {ICANN'94: Proceedings of the International Conference on Artificial Neural Networks, Sorrento, Italy},
  EDITOR = {Marinaro, M. and Morasso, G.},
  PUBLISHER = {Springer-Verlag},
  ADDRESS = {London},
  VOLUME = 1,
  PAGES = {775-778} 
  }
  

Internal reports

• Tom Heskes and Bert Kappen. Neurale netwerken voor toepassingen op grote databases. Technical report, SNN, Nijmegen, 1994. Study for Sentient Machine Research (in Dutch).
  

  @TECHREPORT{hes94d,
  AUTHOR = {Tom Heskes and Bert Kappen},
  YEAR = 1994,
  TITLE = {Neurale netwerken voor toepassingen op grote databases},
  INSTITUTION = {SNN, Nijmegen},
  NOTE = {Study for Sentient Machine Research (in Dutch)} 
  }