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Journal Article

Temporal correlations of orientations in natural scenes

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Kayser,  K
Research Group Physiology of Sensory Integration, Max Planck Institute for Biological Cybernetics, Max Planck Society;
Department Physiology of Cognitive Processes, Max Planck Institute for Biological Cybernetics, Max Planck Society;

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Citation

Kayser, K., Einhäuser, W., & König, P. (2003). Temporal correlations of orientations in natural scenes. Neurcomputing, 52-54, 117-123. doi:10.1016/S0925-2312(02)00789-0.


Cite as: https://hdl.handle.net/11858/00-001M-0000-0013-DC49-F
Abstract
The visual system performs complicated operations such as visual grouping efficiently on its natural input. To study this adaptation to natural stimuli we measure spatio-temporal interactions of orientations in scenes with natural temporal structure recorded using a camera mounted to a cat’s head. We find long range spatial and long lasting temporal correlations of orientations with collinear interactions being most prevalent and preserved over time. The spatial extent of correlations corresponds to the length of horizontal cortical connections and the temporal duration of the interactions allows co-activation of lateral and bottom up input by the same visual event.