Fig. 1

a Cortical representation of our microcircuit model, drawn schematically in c. b extension beyond the Rao-Ballard model of predictive coding by our model. d A fairly linear profile in model estimated variance and real variance. e Shows the prediction error over time comparing our model (blue) and a standard gradient descent method (orange) for 3 initial estimates of variance