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Photo of Aapo Johannes Hyvärinen

Aapo Johannes Hyvärinen Computer scientist

Aapo Hyvarinen’s research interests include unsupervised learning (in particular, generative statistical models), computational systems neuroscience, and the visual system.

Awards

Nokia Educational Award, 2001.

Relevant Publications

A. Hyvarinen et al, "Topographic independent component analysis," Neural Comput., vol 13, no. 7, pp. 1527-1558, 2001.

Books

A. Hyvarinen et al, Natural Image Statistics: A Pronabilistic Approach to Early Computational Vision. Berlin: Springer-Verlag, 2009.

A. Hyvarinen et al, Independent Component Analysis. New York: John Wiley & Sons, 2001.

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Appointment

Associate Fellow Learning in Machines & Brains

Institution

University of HelsinkiDepartment of Computer Science

Education

PhD (Information Science) Helsinki University of Technology

Country

Finland

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