An architectural hypothesis for direction selectivity in the visual cortex: the role of spatially asymmetric intracortical inhibition
Author(s) -
Silvio P. Sabatini,
Fabio Solari
Publication year - 1999
Publication title -
biological cybernetics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.608
H-Index - 95
eISSN - 1432-0770
pISSN - 0340-1200
DOI - 10.1007/s004220050515
Subject(s) - receptive field , visual cortex , superposition principle , neuroscience , simple cell , stimulus (psychology) , binocular neurons , cortical neurons , selectivity , computer science , orientation column , biological system , psychology , mathematics , striate cortex , mathematical analysis , chemistry , biology , cognitive psychology , catalysis , biochemistry
Within a linear field approach, an architectural model for simple cell direction selectivity in the visual cortex is proposed. The origin of direction selectivity is related to recurrent intracortical interactions with a spatially asymmetric character along the axis of stimulus motion. No explicit asymmetric temporal mechanisms are introduced or adopted. The analytical investigation of network behavior, carried out under the assumption of a linear superposition of geniculate and intracortical contributions, shows that motion sensitivity of the resulting receptive fields emerges as a dynamic property of the cortical network without any feed-forward direction selectivity bias. A detailed analysis of the effects of the architectural characteristics of the cortical network on directionality and velocity-response curves was conducted by systematically varying the model's parameters.
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