ICANN Artificial Neural Networks 2012

Session 5: The role of learning in perceptual organization
artificial neural networks

Thursday 01/03, 14h00  PSI 00.98

Suggested reading:

Elder, J., & Goldberg, R. M. (2002). Ecological statistics of Gestalt laws for the perceptual organization of contours. Journal of Vision, 2(4):5, 324-353. doi: 10.1167/2.4.5

Geisler, W. S. (2008). Visual perception and the statistical properties of natural scenes. Annual Review of Psychology, 59(1), 167-192.

Wiskott, L., Berkes, P., Franzius, M., Sprekeler, H., & Wilbert, N. (2011). Slow feature analysis. Scholarpedia, 6(4): 5282. doi:10.4249/scholarpedia.5282
Supplementary material:

Franzius, M., Wilbert, N, & Wiskott, L. (2008). Invariant object recognition with slow feature analysis. Proc. 18th Int. Conf. on Artificial Neural Networks ICANN 08: Prague. doi: 10.1007/978-3-540-87536-9_98

Simoncelli, E. P., & Olshausen, B. A. (2001). Natural image statistics and neural representation. Annual Review of Neuroscience, 24, 1193-1216.

Source: Simplicity/Likelihood

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