Title :
Circular inhibition: a new concept in long-range interactions in the mammalian visual cortex
Author :
Niebur, Ernst ; Wörgötter, Florentin
Abstract :
Horizontal long-range interactions are strongly involved in the generation of the receptive fields of visual cortical cells. Structurally imposed limitations of long-range interactions are demonstrated. In particular, it is shown that the cross-orientation inhibition scheme leads to inhomogeneous input for different cell populations which is experimentally not observed. This is not the case for circular inhibition, a new connection scheme proposed for long-range interaction. This is shown by computer simulation of the early visual system of the cat and by a simpler but analytically solvable model. The results are confirmed by applying the methods to the experimentally determined structure of the orientational hypercolumns in area 18 of the cat
Keywords :
biocybernetics; neural nets; visual perception; circular inhibition; computer simulation; connection scheme; cross-orientation inhibition scheme; inhomogeneous input; long-range interactions; mammalian visual cortex; visual cortical cells;
Conference_Titel :
Neural Networks, 1990., 1990 IJCNN International Joint Conference on
Conference_Location :
San Diego, CA, USA
DOI :
10.1109/IJCNN.1990.137741