A simulation study of a neural network model for visual processing in the fly nervous system is presented. We refined the model of on-off units proposed by Ogmen and Gagne (1990) and studied adaptive properties of these units. The response of a neural network model for motion detection built on these on-off units is also obtained for drifting or flickering sinusoidal gratings. Predictions of the models are compared with electrophysiological data.
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