Extended Data Fig. 5: Power-law decay of variance error of inferring the ring circuit, with increasing data volume.
From: Systematic errors in connectivity inferred from activity in strongly recurrent networks
a, The fitted exponents α of \({\Delta }_{v}^{2} \sim {D}^{\alpha }\) when using a generalized linear model for inference. Error-bands are 95% confidence intervals using 20 data points. The theoretical exponent is -1. b, The exponent α of the decay of total inference error Δ2 ~ Dα when using the Ising model for both data generation and inference. Error-bands are 95% confidence intervals using 20 data points. Here inference error is almost entirely due to variance, thus decays as the power law.
