IEEE Transactions on Neural Networks

Research outputs

  1. 2016
  2. Published

    Sequence Prediction with Sparse Distributed Hyperdimensional Coding Applied to the Analysis of Mobile Phone Use Patterns

    Räsänen, O. J. & Saarinen, J. P., 1 Sep 2016, In : IEEE Transactions on Neural Networks. 27, 9, p. 1878-1889 12 p., 5962385.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2015
  4. Published

    Group Factor Analysis

    Klami, A., Virtanen, S., Leppäaho, E. & Kaski, S., 2015, In : IEEE Transactions on Neural Networks. 26, 9, p. 2136-2147

    Research output: Contribution to journalArticleScientificpeer-review

  5. 2014
  6. Published

    Dealing with Concept Drifts in Process Mining

    Bose, R. P. J. C., van der Aalst, W. M. P., Zliobaite, I. & Pechenizkiy, M., 2014, In : IEEE Transactions on Neural Networks. 25, 1, p. 154-171

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Separation of Synchronous Sources through Phase Locked Matrix Factorization

    Almeida, M., Vigário, R. & Bioucas-Dias, J., 2014, In : IEEE Transactions on Neural Networks. 25, 10, p. 1894-1908

    Research output: Contribution to journalArticleScientificpeer-review

  8. 2013
  9. Published

    Fuzzy-neural-network inherited slidingmode control for robot manipulator including actuator dynamics

    Rong-Jong, W. & Muthusamy, R., 2013, In : IEEE Transactions on Neural Networks. 24, 2, p. 274-287

    Research output: Contribution to journalArticleScientificpeer-review

  10. 2011
  11. Published

    Source Separation and Clustering of Phase-Locked Subspaces

    Almeida, M., Schleimer, J-H., Bioucas-Dias, J. M. & Vigario, R., Sep 2011, In : IEEE Transactions on Neural Networks. 22, 9, p. 1419-1434 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Source Separation of Phase-Locked Signals

    Almeida, M., Schleimer, J-H., Bioucas-Dicas, J. & Vigário, R., 2011, In : IEEE Transactions on Neural Networks. 22, 9, p. 1419-1434

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Unified Development of Multiplicative Algorithms for Linear and Quadratic Nonnegative Matrix Factorization

    Yang, Z. & Oja, E., 2011, In : IEEE Transactions on Neural Networks. 22, 12, p. 1878-1891

    Research output: Contribution to journalArticleScientificpeer-review

  14. 2010
  15. Published

    Linear and Nonlinear Projective Nonnegative Matrix Factorization

    Yang, Z. & Oja, E., 2010, In : IEEE Transactions on Neural Networks. 21, 5, p. 734-749

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    OP-ELM: Optimally-Pruned Extreme Learning Machine

    Miche, Y., Sorjamaa, A., Bas, P., Simula, O., Jutten, C. & Lendasse, A., 2010, In : IEEE Transactions on Neural Networks. 21, 1, p. 158-162

    Research output: Contribution to journalArticleScientificpeer-review

  17. 2007
  18. Published

    Compact Modeling of Data Using Independent Variable Group Analysis

    Alhoniemi, E., Honkela, A., Lagus, K., Seppä, J., Wagner, P. & Valpola, H., 2007, In : IEEE Transactions on Neural Networks. 18, 6, p. 1762-1776

    Research output: Contribution to journalArticleScientificpeer-review

  19. 2006
  20. Published

    Efficient variant of algorithm FastICA for independent component analysis attaining the Cramér-Rao lower bound

    Koldovský, Z., Tichavský, P. & Oja, E., 2006, In : IEEE Transactions on Neural Networks. 17, 5, p. 1265-1277

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    The Evolving Tree - Analysis and Applications

    Pakkanen, J., Iivarinen, J. & Oja, E., 2006, In : IEEE Transactions on Neural Networks. 17, 3, p. 591-603

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    The FAstICA algorithm revisited - convergence analysis

    Oja, E. & Yuan, Z., 2006, In : IEEE Transactions on Neural Networks. 17, 6, p. 1370-1381

    Research output: Contribution to journalArticleScientificpeer-review

  23. 2005
  24. Published

    Analysis of augmented-input-layer RBFNN

    Uykan, Z. & Koivo, H. N., 2005, In : IEEE Transactions on Neural Networks. 16, 2, p. 364-369

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Discriminative Components of Data

    Peltonen, J. & Kaski, S., 2005, In : IEEE Transactions on Neural Networks. 16, p. 68-83

    Research output: Contribution to journalArticleScientificpeer-review

  26. 2004
  27. Published

    A "Non-negative PCA" Algorithm for Independent Component Analysis

    Plumbley, M. & Oja, E., 2004, In : IEEE Transactions on Neural Networks. 15, 1, p. 66-76

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Guest Editorial - Special issue on information theoretic learning

    Principe, J., Oja, E., Xu, L., Cichocki, A. & Erdogmus, D., 2004, In : IEEE Transactions on Neural Networks. 15, 4, p. 789-791

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Nonlinear Dynamical Factor Analysis for State Change Detection

    Ilin, A., Valpola, H. & Oja, E., 2004, In : IEEE Transactions on Neural Networks. 15, 3, p. 559-575

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Variational Learning and Bits-Back Coding: An Information-Theoretic View to Bayesian Learning

    Honkela, A. & Valpola, H., 2004, In : IEEE Transactions on Neural Networks. 15, 4, p. 800-810

    Research output: Contribution to journalArticleScientificpeer-review

  31. 2003
  32. Published

    Clustering-based algorithms for single-hidden layer sigmoid perceptron

    Uykan, Z., 2003, In : IEEE Transactions on Neural Networks. 14, 3, p. 708-715

    Research output: Contribution to journalArticleScientificpeer-review

  33. 2002
  34. Published

    A local neural classifier for the recognition of EEG patterns associated to mental tasks

    Millan, J., Mourino, J., France, M., Cinocotti, F., Varsta, M., Heikkonen, J. & Babiloni, F., 2002, In : IEEE Transactions on Neural Networks. 13, 3, p. 678-686

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Mercer Kernel-Based Clustering in Feature Space

    Girolami, M., 2002, In : IEEE Transactions on Neural Networks. 13, 3, p. 780-784

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    PicSOM - Self-Organizing Image Retrieval with MPEG-7 Content Descriptions

    Laaksonen, J., Koskela, M. & Oja, E., 2002, In : IEEE Transactions on Neural Networks. 13, 4, p. 841-853

    Research output: Contribution to journalArticleScientificpeer-review

  37. 2001
  38. Published

    Bankruptcy Analysis with Self-Organizing Maps in Learning Metrics

    Kaski, S., Sinkkonen, J. & Peltonen, J., 2001, In : IEEE Transactions on Neural Networks. 12, p. 936-947

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Blind Source Separation by Nonstationarity of Variance: A Cumulant-Based Approach

    Hyvärinen, A., 2001, In : IEEE Transactions on Neural Networks. 12, 6, p. 1471-1474

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Fuzzy-neural network with general parameter adaption for modeling of nonlinear time-series

    Ovaska, S. J., Akhmetov, D. F. & Dote, Y., 2001, In : IEEE Transactions on Neural Networks. 12, 1, p. 148-152

    Research output: Contribution to journalArticleScientificpeer-review

  41. 2000
  42. Published

    Analysis of input-output clustering for determining centers of RBFN

    Uykan, Z., Güzelis, C., Celebi, M. E. & Koivo, H. N., 2000, In : IEEE Transactions on Neural Networks. 11, 4, p. 851-858

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Clustering of the Self-Organizing Map

    Vesanto, J. & Alhoniemi, E., 2000, In : IEEE Transactions on Neural Networks. 11, 3, p. 586-600

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Self Organization of a Massive Document Collection

    Kohonen, T., Kaski, S., Lagus, K., Salojärvi, J., Honkela, J., Paatero, V. & Saarela, A., 2000, In : IEEE Transactions on Neural Networks. 11, p. 574-585

    Research output: Contribution to journalArticleScientificpeer-review

  45. 1999
  46. Published

    Fast and Robust Fixed-Point Algorithms for Independent Component Analysis

    Hyvärinen, A., 1999, In : IEEE Transactions on Neural Networks. 10, 3, p. 626-634

    Research output: Contribution to journalArticleScientificpeer-review

  47. 1997
  48. Published

    A Class of Neural Networks for Independent Component Analysis

    Karhunen, J., Oja, E., Wang, L., Vigário, R. & Joutsensalo, J., 1997, In : IEEE Transactions on Neural Networks. 8, 3, p. 486-504

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Neural and Statistical Classifiers - Taxonomy and Two Case Studies

    Holmström, L., Koistinen, P., Laaksonen, J. & Oja, E., 1997, In : IEEE Transactions on Neural Networks. 8, 1, p. 5-17

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Power prediction in mobile communication systems using an optimal neural-network structure

    Gao, X. Z., Gao, X. M., Tanskanen, J. & Ovaska, S., 1997, In : IEEE Transactions on Neural Networks. 8, 6, p. 1446-1455

    Research output: Contribution to journalArticleScientificpeer-review

  51. 1995
  52. Published

    Distortion Tolerant Pattern Recognition Based on Self-Organizing Feature Extraction

    Lampinen, J. & Oja, E., 1995, In : IEEE Transactions on Neural Networks. 6, 3, p. 539-547 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

ID: 259485