Aapo Johannes Hyvärinen

LMB_AapoHyvarinen

Appointment

  • Associate Fellow
  • Learning in Machines & Brains

Institution

  • University College London
Gatsby Computational Neuroscience Unit

Country

  • Finland

Education

PhD (Information Science), Helsinki University of Technology

About

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

Awards

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.

Connect

Website