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An analytical approach is proposed for detecting the orientation of a contrast stimulus based on two physiological facts.Retinal ganglion cells (GCs) and lateral geniculate nucleus (LGN) cells are sensitive to changes of stimuli and simple cells (SCs) in the primary visual cortex have orientation selectivity over the stimuli.