Title: RBF-like neural networks - statistical control of growing and pruning

• Objective:
• Participants: Norbert Jankowski
• Time:
• Results:
  1. N. Jankowski and W. Duch. Ontogeniczne sieci neuronowe. In Sieci Neuronowe. Biocybernetyka 2000. 1999. (PDF).
  2. N. Jankowski. Ontogenic neural networks and their applications to classification of medical data. PhD thesis, Department of Computer Methods, Nicolaus Copernicus University, Toruń, Poland, 1999. (PDF).
  3. N. Jankowski. Approximation and classification in medicine with IncNet neural networks. In Machine Learning and Applications. Workshop on Machine Learning in Medical Applications, pages 53-58, Chania, Greece, July 1999. (PDF).
  4. N. Jankowski. Flexible transfer functions with ontogenic neural. Technical report, Computational Intelligence Lab, DCM NCU, Toruń, Poland, 1999. (PDF).
  5. N. Jankowski. Approximation with RBF-type neural networks using flexible local and semi-local transfer functions. In 4th Conference on Neural Networks and Their Applications, pages 77-82, Zakopane, Poland, May 1999. (PDF).
  6. N. Jankowski. Controlling the structure of neural networks that grow and shrink. In Second International Conference on Cognitive and Neural Systems, Boston, USA, May 1998.
  7. N. Jankowski and V. Kadirkamanathan. Statistical control of RBF-like networks for classification. In 7th International Conference on Artificial Neural Networks, pages 385-390, Lausanne, Switzerland, October 1997. Springer-Verlag.
  8. N. Jankowski and V. Kadirkamanathan. Statistical control of growing and pruning in RBF-like neural networks. In Third Conference on Neural Networks and Their Applications, pages 663-670, Kule, Poland, October 1997.

• Open problems:
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• Working Log (local access only)
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