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Simplified schema of the decision task. The orientation of the Gabor patches was drawn from the distribution of edges in natural scenes. The orientation s of the perceived Gabor patches is encoded with the internal response r . The corresponding likelihood function p ( r | s ) is constrained by the encoding rule. The prior f ( s ) is combined with the likelihood to generate an estimation s hat . The encoding rule depends on the model parameters q and k .

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