Extended Data Fig. 4: Distribution of inference errors of individual weights in the ring circuit, at different recurrent weight strengths. | Nature Neuroscience

Extended Data Fig. 4: Distribution of inference errors of individual weights in the ring circuit, at different recurrent weight strengths.

From: Systematic errors in connectivity inferred from activity in strongly recurrent networks

Extended Data Fig. 4

a, Histograms of the inference errors (relative to the length of the ground-truth weight vector). At weak weights, errors are random and normally distributed. As the weight increases, errors first shrink as noise weakens and SNR grows, then they become increasingly non-normal due to bias. b, Negentropy of the error distribution (see Methods) against weight strength.

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