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Variance–bias tradeoff in the adaptive network model. A, The network model. Top, Mean input activation (black dashed line) and a single example input (gray lines) for a target at θ = 0°. Bottom, Recurrent connections reflect network topography. B, Change in network output variance as a function of context variance. C, Bias in network output as a function of input location and context variance.
