Learning the invariance properties of complex cells from their responses to 
natural stimuli

Einhäuser, W; Kayser, C; König, P; Kording, KP

doi:10.1046/j.0953-816x.2001.01885.x

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Learning the invariance properties of complex cells from their responses to natural stimuli

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Kayser, C
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

Einhäuser, W., Kayser, C., König, P., & Kording, K. (2002). Learning the invariance properties of complex cells from their responses to natural stimuli. European Journal of Neuroscience, 15(3), 475. doi:10.1046/j.0953-816x.2001.01885.x.

Cite as: https://hdl.handle.net/11858/00-001M-0000-0013-E022-C

Abstract

Neurons in primary visual cortex are typically classified as either simple or complex. Whereas simple cells respond strongly to grating and bar stimuli displayed at a certain phase and visual field location, complex cell responses are insensitive to small translations of the stimulus within the receptive field [Hubel Wiesel (1962) J. Physiol. (Lond.), 160, 106-154; Kjaer et al. (1997) J. Neurophysiol., 78, 3187-3197]. This constancy in the response to variations of the stimuli is commonly called invariance. Hubel and Wiesel