Structural heterogeneity threatens the dynamic balance of excitation and inhibition Reconstruction of cortical networks reveals significant structural heterogeneity Spike-frequency adaptation can act locally to facilitate global balance Inhibitory homeostatic plasticity can compensate for structural imbalance