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Aapo Johannes Hyvärinen


  • Fellow
  • Learning in Machines & Brains




Aapo Hyvärinen is a computer scientist whose research interests include unsupervised learning (in particular, generative statistical models), computational systems, neuroscience and the visual system.


  • Nokia Educational Award, 2001

Relevant Publications

  • Hyvärinen, A. et al. Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. Berlin: Springer-Verlag, 2009.
  • Hyvärinen, A. et al. Independent Component Analysis. New York: John Wiley & Sons, 2001.
  • Hyvärinen, A. et al. "Topographic independent component analysis." Neural Comput. 13, no. 7 (2001): 1527–1558.

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