Neural Processing Letters

Research outputs

  1. 2019
  2. Published

    Artificial Neural Networks with Random Weights for Incomplete Datasets

    Mesquita, D. P. P., Gomes, J. P. P. & Rodrigues, L. R., 1 Jan 2019, In : Neural Processing Letters. 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2013
  4. Published

    Supervised distance preserving projections

    Zhu, Z., Similä, T. & Corona, F., 2013, In : Neural Processing Letters. 38, 3, p. 445-463

    Research output: Contribution to journalArticleScientificpeer-review

  5. 2012
  6. Published

    Bayesian Robust PCA of Incomplete Data

    Luttinen, J., Ilin, A. & Karhunen, J., 2012, In : Neural Processing Letters. 36, 2, p. 189-202

    Research output: Contribution to journalArticleScientificpeer-review

  7. 2011
  8. Published

    On the curse of dimensionality in supervised learning of smooth regression functions

    Liitiäinen, E., Corona, F. & Lendasse, A., Oct 2011, In : Neural Processing Letters. 34, 2, p. 133-154 22 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. 2008
  10. Published

    On Nonparametric Residual Variance Estimation

    Liitiäinen, E., Corona, F. & Lendasse, A., 2008, In : Neural Processing Letters. 28, 3, p. 155-167

    Research output: Contribution to journalArticleScientificpeer-review

  11. 2005
  12. Published

    On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models

    Ilin, A. & Valpola, H., 2005, In : Neural Processing Letters. 22, 2, p. 183-204

    Research output: Contribution to journalArticleScientificpeer-review

  13. 2004
  14. Published

    The Evolving Tree - a Novel Self-Organizing Network for Data Analysis

    Pakkanen, J., Iivarinen, J. & Oja, E., 2004, In : Neural Processing Letters. 20, 3, p. 199-211

    Research output: Contribution to journalArticleScientificpeer-review

  15. 2003
  16. Published

    Accelerating Cyclic Update Algorithms for Parameter Estimation by Pattern Searches

    Honkela, A., Valpola, H. & Karhunen, J., 2003, In : Neural Processing Letters. 17, 2, p. 191-203

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Speech Dimensionality Analysis on Hypercubical Self-Organizing Maps

    Somervuo, P., 2003, In : Neural Processing Letters. 17, 2, p. 125-136

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Topic Identification in Dynamical Text by Complexity Pursuit

    Bingham, E., Kaban, A. & Girolami, M., 2003, In : Neural Processing Letters. 17, 1, p. 69-83

    Research output: Contribution to journalArticleScientificpeer-review

  19. 2002
  20. Published

    Fast Extraction of Semantic Features from a Latent Semantic Indexed Text Corpus

    Kaban, A. & Girolami, M. A., 2002, In : Neural Processing Letters. 15, p. 31-43

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Text Retrieval Using Self-Organized Document Maps

    Lagus, K., 2002, In : Neural Processing Letters. 15, 1, p. 21-29

    Research output: Contribution to journalArticleScientificpeer-review

  22. 2001
  23. Published

    Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and experimental comparison

    Varsta, M., Heikkonen, J., Lampinen, J. & Millán, J. D. R., 2001, In : Neural Processing Letters. 13, 3, p. 237-251 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  24. 1999
  25. Published

    Fast Evolutionary Learning with Batch-Type Self-Organizing Map

    Kohonen, T., 1999, In : Neural Processing Letters. 9, p. 153-162

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Redundant Hash Addressing of Feature Sequences Using the Self-Organizing Map

    Somervuo, P., 1999, In : Neural Processing Letters. 10, 1, p. 25-34

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Self-Organizing Maps and Learning Vector Quantization for Feature Sequences

    Somervuo, P. & Kohonen, T., 1999, In : Neural Processing Letters. 10, 2, p. 151-159

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    The Fixed-Point Algorithm and Maximum Likelihood Estimation for Independent Component Analysis

    Hyvärinen, A., 1999, In : Neural Processing Letters. 10, 1, p. 1-5

    Research output: Contribution to journalArticleScientificpeer-review

  29. 1998
  30. Published

    The Self-Organizing Map of Trees

    Peura, M., 1998, In : Neural Processing Letters. 8, p. 155-162

    Research output: Contribution to journalArticleScientificpeer-review

  31. 1997
  32. Published
  33. 1995
  34. Published

    Fine-tuning Cascade-Correlation trained feedforward network with backpropagation

    Lehtokangas, M., Saarinen, J. & Kaski, K., Mar 1995, In : Neural Processing Letters. 2, 2, p. 10-12 3 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    A Nonlinear Extension of the Generalized Hebbian Learning

    Joutsensalo, J. & Karhunen, J., 1995, In : Neural Processing Letters. 2, 1, p. 5-8

    Research output: Contribution to journalArticleScientificpeer-review

ID: 346420