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

Item

ITEM ACTIONSEXPORT

Add to Basket

Local TagsRelease HistoryDetailsSummary

Released

Journal Article

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

MPS-Authors

There are no MPG-Authors in the publication available

External Resource

http://onlinelibrary.wiley.com/doi/10.1046/j.0953-816x.2001.01885.x/pdf
(Publisher version)

Fulltext (restricted access)

There are currently no full texts shared for your IP range.

Fulltext (public)

There are no public fulltexts stored in PuRe

Supplementary Material (public)

There is no public supplementary material available

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: European Neuroscience Association, 15(3), 475-486. 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